{
  "globalAssumptions": {
    "version": "2026-10-22.reestimate.2",
    "identity": "evidence-informed-conditional-not-measured",
    "policy": "AI-first-assistance",
    "policyExplanation": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
    "parameterStatus": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
    "scenarioOrder": [
      "current",
      "agent",
      "harness",
      "model_breakthrough",
      "harness_breakthrough",
      "rsi",
      "far_rsi"
    ],
    "delegationPercentLowCentralHigh": {
      "extract": [
        [
          15,
          35,
          55
        ],
        [
          30,
          50,
          65
        ],
        [
          45,
          65,
          80
        ],
        [
          60,
          78,
          90
        ],
        [
          60,
          80,
          90
        ],
        [
          75,
          90,
          97
        ],
        [
          95,
          98,
          100
        ]
      ],
      "execute": [
        [
          10,
          30,
          50
        ],
        [
          25,
          50,
          65
        ],
        [
          45,
          70,
          85
        ],
        [
          55,
          80,
          90
        ],
        [
          60,
          85,
          95
        ],
        [
          75,
          92,
          98
        ],
        [
          92,
          97,
          100
        ]
      ],
      "generate": [
        [
          5,
          15,
          30
        ],
        [
          10,
          25,
          40
        ],
        [
          15,
          35,
          50
        ],
        [
          30,
          55,
          75
        ],
        [
          25,
          45,
          65
        ],
        [
          40,
          65,
          85
        ],
        [
          85,
          95,
          99
        ]
      ],
      "verify": [
        [
          5,
          15,
          30
        ],
        [
          10,
          25,
          40
        ],
        [
          20,
          40,
          55
        ],
        [
          30,
          55,
          75
        ],
        [
          25,
          50,
          70
        ],
        [
          35,
          65,
          85
        ],
        [
          85,
          95,
          99
        ]
      ],
      "judge": [
        [
          0,
          3,
          10
        ],
        [
          0,
          5,
          15
        ],
        [
          2,
          8,
          20
        ],
        [
          5,
          15,
          30
        ],
        [
          3,
          10,
          25
        ],
        [
          5,
          20,
          40
        ],
        [
          60,
          80,
          95
        ]
      ],
      "coordinate": [
        [
          0,
          10,
          20
        ],
        [
          10,
          25,
          40
        ],
        [
          15,
          35,
          50
        ],
        [
          20,
          40,
          60
        ],
        [
          20,
          45,
          65
        ],
        [
          25,
          55,
          75
        ],
        [
          70,
          90,
          98
        ]
      ],
      "interact": [
        [
          0,
          2,
          5
        ],
        [
          0,
          3,
          8
        ],
        [
          0,
          5,
          10
        ],
        [
          2,
          8,
          18
        ],
        [
          2,
          7,
          15
        ],
        [
          5,
          15,
          30
        ],
        [
          50,
          75,
          90
        ]
      ]
    },
    "profileSources": {
      "extract": [
        "QMSUM",
        "GDPVAL"
      ],
      "execute": [
        "SPIDER2",
        "WORKARENA",
        "TAU"
      ],
      "generate": [
        "PMEVAL",
        "GDPVAL"
      ],
      "verify": [
        "QMSUM",
        "SPIDER2",
        "PMEVAL"
      ],
      "judge": [
        "PMEVAL",
        "GDPVAL"
      ],
      "coordinate": [
        "TAU",
        "WORKARENA",
        "MSFT"
      ],
      "interact": [
        "QMSUM",
        "TAU",
        "MSFT"
      ]
    },
    "profileRationale": {
      "extract": "有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
      "execute": "执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
      "generate": "候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
      "verify": "可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
      "judge": "因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
      "coordinate": "数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
      "interact": "真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。"
    },
    "taskOverrides": {
      "PM04.02": {
        "profile": "judge",
        "reason": "证据缺口影响研究设计，不因原标签execute就视作纯机械操作。"
      },
      "PM10.03": {
        "profile": "judge",
        "reason": "样本/功效和统计假设需设计判断，不能仅靠脚本运行通过。"
      },
      "PM16.04": {
        "profile": "verify",
        "reason": "评测执行还需检查评价器对真实目标的覆盖。"
      },
      "PM03.03": {
        "profile": "extract",
        "reason": "日期、地域与来源版本可回源核验，区别于开放因果判断。"
      }
    },
    "budgetFormula": "U=0; setup/handoff/review/rework按B/旧A扩展；assist/decision按(B−新D)/(旧A−旧D)扩展；共享维护继承旧子账本且仅PM18一次。新H为所有明确活动及维护相加。",
    "sensitivity": "低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
    "farRSI": "2031年及以后充分自迭代强AI的条件预计，不是实现概率或时间预测。以近期RSI活动费率为锚点，另外假设准备/审阅/交接与返工自动化；真人意愿、授权、价值选择仍非AI可伪造。",
    "zeroAssistedDenominator": "旧A=旧D时无辅助费率，明确回退同一子任务current情景的assist/decision费率，非零填补；逐行审计记录anchor。",
    "farActivityFactors": {
      "setup": 0.2,
      "review": 0.25,
      "handoff": 0.3,
      "assist": 1,
      "decision": 1,
      "rework": 0.2,
      "maintenance": 0.25
    },
    "farFactorsStatus": "远期系数是分析者叙事参数，非基准实测；范围仅改变独立执行份额，不包含这些系数的不确定性。"
  },
  "activityLedger": {
    "PM01": {
      "task": {
        "taskId": "PM01",
        "title": "汇集并归类客户反馈证据",
        "baselineMinutes": 420,
        "workload": "一批合成输入：100条反馈、40个客户标识、3个产品版本；产出1份逐条可回溯的证据表。该规模只用于统一比较任务尺寸。",
        "inputState": "已授权的脱敏材料、时间窗、客户去重字段、版本映射、表格schema和缺失值规则均已给定；范围与统计单位固定，未知值不得补齐。",
        "output": "逐条出处、客户去重、版本、冲突、主题与反例齐备的反馈证据表，并列明样本覆盖限制和待调查问题。",
        "qualityGate": [
          "每条结论可回到原始记录，客户数与消息数分开。",
          "冲突、缺失、少数反馈与不确定归并均保留为可见状态。",
          "主题陈述不冒充客户共识或因果结论。"
        ],
        "scopeExclusions": [
          "不决定问题优先级、产品方向或是否开发。",
          "不补造缺失客户身份、时间、版本或原始反馈。"
        ],
        "sourceIds": [
          "EMP-PMEVAL-2026",
          "FR-AEI"
        ],
        "subtasks": [
          {
            "id": "PM01.01",
            "title": "锁定输入范围与统计单位",
            "baselineMinutes": 45,
            "output": "授权来源清单、数据期、渠道和缺失字段表。",
            "acceptance": "范围、统计单位和不可用材料已逐项标明。",
            "mechanism": "coordinate",
            "aiOpportunity": "可按既定schema盘点材料并提示缺字段。",
            "humanActivity": "PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
            "nonUseCondition": "输入含未授权客户记录，或要求把消息条数直接当作客户人数时，暂停该批处理。"
          },
          {
            "id": "PM01.02",
            "title": "抽取字段并建立原文索引",
            "baselineMinutes": 95,
            "output": "带客户键、日期、版本、渠道和原文定位的逐条记录。",
            "acceptance": "字段能回链原始记录；源中缺失的值保持未知。",
            "mechanism": "extract",
            "aiOpportunity": "可从重复格式的记录中抽取字段、引文和来源位置。",
            "humanActivity": "操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
            "nonUseCondition": "材料没有稳定记录ID或原文定位，且无法建立可回链索引时，不生成事实字段表。"
          },
          {
            "id": "PM01.03",
            "title": "生成重复候选与主题标签",
            "baselineMinutes": 85,
            "output": "附归并理由和不确定标记的重复簇及初始主题。",
            "acceptance": "同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。",
            "mechanism": "generate",
            "aiOpportunity": "可提出重复簇和主题候选，供后续核查。",
            "humanActivity": "数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
            "nonUseCondition": "客户键为空、共享账号未区分，或匹配规则会把组织内不同使用者合并时，不自动归并。"
          },
          {
            "id": "PM01.04",
            "title": "核对关键出处、版本与冲突",
            "baselineMinutes": 95,
            "output": "抽查记录、版本适用信息和冲突材料对照表。",
            "acceptance": "关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。",
            "mechanism": "verify",
            "aiOpportunity": "可定位引用、标出日期差异并列出冲突对。",
            "humanActivity": "PM逐条核查关键出处、历史版本和会影响结论的冲突。",
            "nonUseCondition": "原始记录或历史版本不可访问，且结论依赖其具体措辞或适用日期时，不把二手摘要当作核实结果。"
          },
          {
            "id": "PM01.05",
            "title": "裁定主题边界与后续调查",
            "baselineMinutes": 100,
            "output": "证据强弱分层的主题、反例、覆盖缺口和调查线索。",
            "acceptance": "少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。",
            "mechanism": "judge",
            "aiOpportunity": "可并列解释、提出反例搜索线索和调查问题。",
            "humanActivity": "PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
            "nonUseCondition": "该批输入只包含单一渠道或明确的便利样本时，不作客户群代表性判断。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM01",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 198.598367
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 16.195443
              }
            ]
          },
          "children": [
            {
              "unitId": "PM01.01",
              "scenarioId": "agent",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 11.25,
              "totalMinutes": 20.471543,
              "parts": [
                0,
                19.94057,
                0.530973,
                0
              ],
              "budgetLow": 19.271039,
              "budgetHigh": 21.672046,
              "humanActivities": [
                {
                  "id": "PM01.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 4.778761
                },
                {
                  "id": "PM01.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.575221
                },
                {
                  "id": "PM01.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 0.663717
                },
                {
                  "id": "PM01.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.663717
                },
                {
                  "id": "PM01.01.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.256637
                },
                {
                  "id": "PM01.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定schema盘点材料并提示缺字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 6.002517
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。；只计超出常规检查的返工。",
                  "minutes": 0.530973
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM01.02",
              "scenarioId": "agent",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 47.5,
              "totalMinutes": 24.293952,
              "parts": [
                0,
                22.505997,
                1.787955,
                0
              ],
              "budgetLow": 22.226594000000002,
              "budgetHigh": 27.050428,
              "humanActivities": [
                {
                  "id": "PM01.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 2.026349
                },
                {
                  "id": "PM01.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.483061
                },
                {
                  "id": "PM01.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 2.264743
                },
                {
                  "id": "PM01.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.840652
                },
                {
                  "id": "PM01.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从重复格式的记录中抽取字段、引文和来源位置；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 6.891192
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。；只计超出常规检查的返工。",
                  "minutes": 1.787955
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.03",
              "scenarioId": "agent",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 21.25,
              "totalMinutes": 33.302966,
              "parts": [
                0,
                30.919788,
                2.383178,
                0
              ],
              "budgetLow": 30.799694000000002,
              "budgetHigh": 35.806239,
              "humanActivities": [
                {
                  "id": "PM01.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 2.780374
                },
                {
                  "id": "PM01.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.076324
                },
                {
                  "id": "PM01.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 1.985981
                },
                {
                  "id": "PM01.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.560748
                },
                {
                  "id": "PM01.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出重复簇和主题候选，供后续核查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 12.516361
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。；只计超出常规检查的返工。",
                  "minutes": 2.383178
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.04",
              "scenarioId": "agent",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 23.75,
              "totalMinutes": 58.370687999999994,
              "parts": [
                0,
                52.853446999999996,
                5.517241,
                0
              ],
              "budgetLow": 53.489653999999994,
              "budgetHigh": 63.251723,
              "humanActivities": [
                {
                  "id": "PM01.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 5.0
                },
                {
                  "id": "PM01.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.413793
                },
                {
                  "id": "PM01.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 1.37931
                },
                {
                  "id": "PM01.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.655172
                },
                {
                  "id": "PM01.04.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助定位引用、标出日期差异并列出冲突对；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 24.405172
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM逐条核查关键出处、历史版本和会影响结论的冲突。；只计超出常规检查的返工。",
                  "minutes": 5.517241
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM01.05",
              "scenarioId": "agent",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 5.0,
              "totalMinutes": 78.35466100000001,
              "parts": [
                0,
                72.37856500000001,
                5.976096,
                0
              ],
              "budgetLow": 74.258616,
              "budgetHigh": 80.402684,
              "humanActivities": [
                {
                  "id": "PM01.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 5.179283
                },
                {
                  "id": "PM01.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 26.162019
                },
                {
                  "id": "PM01.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 0.398406
                },
                {
                  "id": "PM01.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.726428
                },
                {
                  "id": "PM01.05.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。只读定位客户反馈/版本证据减少PM翻找与汇编时间；客户价值取舍仍由PM逐项决定。",
                  "minutes": 38.912429
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。；只计超出常规检查的返工。",
                  "minutes": 5.976096
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM01",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 233.18519
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 15.925231
              }
            ]
          },
          "children": [
            {
              "unitId": "PM01.01",
              "scenarioId": "current",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 4.5,
              "totalMinutes": 26.248357,
              "parts": [
                0,
                25.801337,
                0.44702,
                0
              ],
              "budgetLow": 25.35174,
              "budgetHigh": 27.144972999999997,
              "humanActivities": [
                {
                  "id": "PM01.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 7.152318
                },
                {
                  "id": "PM01.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.662252
                },
                {
                  "id": "PM01.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 1.043046
                },
                {
                  "id": "PM01.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.745033
                },
                {
                  "id": "PM01.01.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.129139
                },
                {
                  "id": "PM01.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定schema盘点材料并提示缺字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 8.069549
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。；只计超出常规检查的返工。",
                  "minutes": 0.44702
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM01.02",
              "scenarioId": "current",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 33.25,
              "totalMinutes": 29.398656000000003,
              "parts": [
                0,
                27.625323,
                1.773333,
                0
              ],
              "budgetLow": 26.354967000000002,
              "budgetHigh": 32.442346,
              "humanActivities": [
                {
                  "id": "PM01.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 3.42
                },
                {
                  "id": "PM01.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.206667
                },
                {
                  "id": "PM01.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 2.913333
                },
                {
                  "id": "PM01.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.193333
                },
                {
                  "id": "PM01.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从重复格式的记录中抽取字段、引文和来源位置；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 9.89199
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。；只计超出常规检查的返工。",
                  "minutes": 1.773333
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.03",
              "scenarioId": "current",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 12.75,
              "totalMinutes": 38.893291,
              "parts": [
                0,
                36.472854999999996,
                2.420436,
                0
              ],
              "budgetLow": 36.100121,
              "budgetHigh": 40.755404,
              "humanActivities": [
                {
                  "id": "PM01.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 4.556114
                },
                {
                  "id": "PM01.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.827471
                },
                {
                  "id": "PM01.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 2.562814
                },
                {
                  "id": "PM01.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.698492
                },
                {
                  "id": "PM01.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出重复簇和主题候选，供后续核查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 15.827964
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。；只计超出常规检查的返工。",
                  "minutes": 2.420436
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.04",
              "scenarioId": "current",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 14.25,
              "totalMinutes": 67.092741,
              "parts": [
                0,
                61.774208,
                5.318533,
                0
              ],
              "budgetLow": 61.660976,
              "budgetHigh": 70.713917,
              "humanActivities": [
                {
                  "id": "PM01.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 7.519305
                },
                {
                  "id": "PM01.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.972973
                },
                {
                  "id": "PM01.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 1.650579
                },
                {
                  "id": "PM01.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.851351
                },
                {
                  "id": "PM01.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助定位引用、标出日期差异并列出冲突对；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 30.78
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM逐条核查关键出处、历史版本和会影响结论的冲突。；只计超出常规检查的返工。",
                  "minutes": 5.318533
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM01.05",
              "scenarioId": "current",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 3.0,
              "totalMinutes": 87.47737599999999,
              "parts": [
                0,
                81.511467,
                5.965909,
                0
              ],
              "budgetLow": 84.178282,
              "budgetHigh": 88.891273,
              "humanActivities": [
                {
                  "id": "PM01.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 7.244318
                },
                {
                  "id": "PM01.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 26.420455
                },
                {
                  "id": "PM01.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 0.568182
                },
                {
                  "id": "PM01.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.5625
                },
                {
                  "id": "PM01.05.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 45.716012
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。；只计超出常规检查的返工。",
                  "minutes": 5.965909
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM01",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 171.96865
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 10.645782
              }
            ]
          },
          "children": [
            {
              "unitId": "PM01.01",
              "scenarioId": "harness",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 18.367077000000002,
              "parts": [
                0,
                17.986795,
                0.380282,
                0
              ],
              "budgetLow": 17.112269,
              "budgetHigh": 20.040154,
              "humanActivities": [
                {
                  "id": "PM01.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 4.943662
                },
                {
                  "id": "PM01.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.309859
                },
                {
                  "id": "PM01.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 0.760563
                },
                {
                  "id": "PM01.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.507042
                },
                {
                  "id": "PM01.01.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.028169
                },
                {
                  "id": "PM01.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定schema盘点材料并提示缺字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 5.4375
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。；只计超出常规检查的返工。",
                  "minutes": 0.380282
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM01.02",
              "scenarioId": "harness",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 61.75,
              "totalMinutes": 14.147464000000001,
              "parts": [
                0,
                13.208033,
                0.939431,
                0
              ],
              "budgetLow": 12.211053,
              "budgetHigh": 16.729345,
              "humanActivities": [
                {
                  "id": "PM01.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 1.526576
                },
                {
                  "id": "PM01.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.526576
                },
                {
                  "id": "PM01.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 2.818294
                },
                {
                  "id": "PM01.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.818294
                },
                {
                  "id": "PM01.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从重复格式的记录中抽取字段、引文和来源位置；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 4.518293
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。；只计超出常规检查的返工。",
                  "minutes": 0.939431
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.03",
              "scenarioId": "harness",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 29.75,
              "totalMinutes": 24.40155,
              "parts": [
                0,
                22.995535,
                1.406015,
                0
              ],
              "budgetLow": 21.897085,
              "budgetHigh": 27.740835,
              "humanActivities": [
                {
                  "id": "PM01.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 2.428571
                },
                {
                  "id": "PM01.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.706767
                },
                {
                  "id": "PM01.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 2.428571
                },
                {
                  "id": "PM01.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.578947
                },
                {
                  "id": "PM01.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出重复簇和主题候选，供后续核查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 10.852679
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。；只计超出常规检查的返工。",
                  "minutes": 1.406015
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.04",
              "scenarioId": "harness",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 38.0,
              "totalMinutes": 46.749294000000006,
              "parts": [
                0,
                43.273684,
                3.47561,
                0
              ],
              "budgetLow": 41.640804,
              "budgetHigh": 53.560615000000006,
              "humanActivities": [
                {
                  "id": "PM01.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 4.799652
                },
                {
                  "id": "PM01.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.081882
                },
                {
                  "id": "PM01.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 1.655052
                },
                {
                  "id": "PM01.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.303136
                },
                {
                  "id": "PM01.04.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助定位引用、标出日期差异并列出冲突对；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 20.433962
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM逐条核查关键出处、历史版本和会影响结论的冲突。；只计超出常规检查的返工。",
                  "minutes": 3.47561
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM01.05",
              "scenarioId": "harness",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 8.0,
              "totalMinutes": 78.94904700000001,
              "parts": [
                0,
                74.504603,
                4.444444,
                0
              ],
              "budgetLow": 73.391328,
              "budgetHigh": 81.727907,
              "humanActivities": [
                {
                  "id": "PM01.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 5.228758
                },
                {
                  "id": "PM01.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 24.705882
                },
                {
                  "id": "PM01.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 0.392157
                },
                {
                  "id": "PM01.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.568627
                },
                {
                  "id": "PM01.05.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 42.609179
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。；只计超出常规检查的返工。",
                  "minutes": 4.444444
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM01",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 152.70545
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 7.060892
              }
            ]
          },
          "children": [
            {
              "unitId": "PM01.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 20.25,
              "totalMinutes": 15.54195,
              "parts": [
                0,
                15.422269,
                0.119681,
                0
              ],
              "budgetLow": 13.937721,
              "budgetHigh": 17.547237,
              "humanActivities": [
                {
                  "id": "PM01.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 4.308511
                },
                {
                  "id": "PM01.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.949468
                },
                {
                  "id": "PM01.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 0.598404
                },
                {
                  "id": "PM01.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.478723
                },
                {
                  "id": "PM01.01.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.675532
                },
                {
                  "id": "PM01.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定schema盘点材料并提示缺字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 4.411631
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。；只计超出常规检查的返工。",
                  "minutes": 0.119681
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM01.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 76.0,
              "totalMinutes": 9.718558999999999,
              "parts": [
                0,
                9.252301,
                0.466258,
                0
              ],
              "budgetLow": 8.531058999999999,
              "budgetHigh": 12.093558999999999,
              "humanActivities": [
                {
                  "id": "PM01.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 1.04908
                },
                {
                  "id": "PM01.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.815951
                },
                {
                  "id": "PM01.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 2.797546
                },
                {
                  "id": "PM01.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.214724
                },
                {
                  "id": "PM01.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从重复格式的记录中抽取字段、引文和来源位置；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 2.375
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。；只计超出常规检查的返工。",
                  "minutes": 0.466258
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 38.25,
              "totalMinutes": 19.922479,
              "parts": [
                0,
                19.03176,
                0.890719,
                0
              ],
              "budgetLow": 16.84234,
              "budgetHigh": 23.002619,
              "humanActivities": [
                {
                  "id": "PM01.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 1.781437
                },
                {
                  "id": "PM01.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.672156
                },
                {
                  "id": "PM01.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 2.54491
                },
                {
                  "id": "PM01.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.562874
                },
                {
                  "id": "PM01.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出重复簇和主题候选，供后续核查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 8.470383
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。；只计超出常规检查的返工。",
                  "minutes": 0.890719
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 47.5,
              "totalMinutes": 39.376858000000006,
              "parts": [
                0,
                37.130236000000004,
                2.246622,
                0
              ],
              "budgetLow": 32.869358,
              "budgetHigh": 47.511233000000004,
              "humanActivities": [
                {
                  "id": "PM01.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 3.690878
                },
                {
                  "id": "PM01.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 10.27027
                },
                {
                  "id": "PM01.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 1.925676
                },
                {
                  "id": "PM01.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.974662
                },
                {
                  "id": "PM01.04.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助定位引用、标出日期差异并列出冲突对；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 16.26875
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM逐条核查关键出处、历史版本和会影响结论的冲突。；只计超出常规检查的返工。",
                  "minutes": 2.246622
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM01.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 10.0,
              "totalMinutes": 75.20649599999999,
              "parts": [
                0,
                71.868884,
                3.337612,
                0
              ],
              "budgetLow": 68.34174100000001,
              "budgetHigh": 78.41004799999999,
              "humanActivities": [
                {
                  "id": "PM01.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 4.49294
                },
                {
                  "id": "PM01.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 24.261874
                },
                {
                  "id": "PM01.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 0.385109
                },
                {
                  "id": "PM01.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.540436
                },
                {
                  "id": "PM01.05.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 41.188525
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。；只计超出常规检查的返工。",
                  "minutes": 3.337612
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM01",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 150.936022
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 8.104053
              }
            ]
          },
          "children": [
            {
              "unitId": "PM01.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 18.0,
              "totalMinutes": 17.119335,
              "parts": [
                0,
                16.750483,
                0.368852,
                0
              ],
              "budgetLow": 15.470267,
              "budgetHigh": 18.768403,
              "humanActivities": [
                {
                  "id": "PM01.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 4.672131
                },
                {
                  "id": "PM01.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.303279
                },
                {
                  "id": "PM01.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 0.614754
                },
                {
                  "id": "PM01.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.491803
                },
                {
                  "id": "PM01.01.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.721311
                },
                {
                  "id": "PM01.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定schema盘点材料并提示缺字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 4.947205
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。；只计超出常规检查的返工。",
                  "minutes": 0.368852
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM01.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 74.1,
              "totalMinutes": 11.889051,
              "parts": [
                0,
                11.0731,
                0.815951,
                0
              ],
              "budgetLow": 10.3634,
              "budgetHigh": 14.177527,
              "humanActivities": [
                {
                  "id": "PM01.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 1.398773
                },
                {
                  "id": "PM01.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.398773
                },
                {
                  "id": "PM01.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 2.680982
                },
                {
                  "id": "PM01.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.797546
                },
                {
                  "id": "PM01.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从重复格式的记录中抽取字段、引文和来源位置；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 2.797026
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。；只计超出常规检查的返工。",
                  "minutes": 0.815951
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 46.75,
              "totalMinutes": 20.669696000000002,
              "parts": [
                0,
                19.269995,
                1.399701,
                0
              ],
              "budgetLow": 17.421289,
              "budgetHigh": 24.730206,
              "humanActivities": [
                {
                  "id": "PM01.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 2.163174
                },
                {
                  "id": "PM01.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.435629
                },
                {
                  "id": "PM01.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 2.54491
                },
                {
                  "id": "PM01.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.817365
                },
                {
                  "id": "PM01.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出重复簇和主题候选，供后续核查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 7.308917
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。；只计超出常规检查的返工。",
                  "minutes": 1.399701
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 52.25,
              "totalMinutes": 39.031873,
              "parts": [
                0,
                36.502755,
                2.529118,
                0
              ],
              "budgetLow": 32.714138999999996,
              "budgetHigh": 46.929041,
              "humanActivities": [
                {
                  "id": "PM01.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 3.951747
                },
                {
                  "id": "PM01.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 11.064892
                },
                {
                  "id": "PM01.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 1.896839
                },
                {
                  "id": "PM01.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.374376
                },
                {
                  "id": "PM01.04.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助定位引用、标出日期差异并列出冲突对；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 14.214901
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM逐条核查关键出处、历史版本和会影响结论的冲突。；只计超出常规检查的返工。",
                  "minutes": 2.529118
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM01.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 15.0,
              "totalMinutes": 70.33012000000001,
              "parts": [
                0,
                67.339689,
                2.990431,
                0
              ],
              "budgetLow": 63.956074,
              "budgetHigh": 74.57948400000001,
              "humanActivities": [
                {
                  "id": "PM01.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 4.665072
                },
                {
                  "id": "PM01.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 24.760766
                },
                {
                  "id": "PM01.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 0.239234
                },
                {
                  "id": "PM01.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.555024
                },
                {
                  "id": "PM01.05.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 36.119593
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。；只计超出常规检查的返工。",
                  "minutes": 2.990431
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM01",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 131.154291
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 4.925208
              }
            ]
          },
          "children": [
            {
              "unitId": "PM01.01",
              "scenarioId": "rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 24.75,
              "totalMinutes": 14.2757,
              "parts": [
                0,
                14.040098,
                0.235602,
                0
              ],
              "budgetLow": 12.695342,
              "budgetHigh": 16.646235,
              "humanActivities": [
                {
                  "id": "PM01.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 4.005236
                },
                {
                  "id": "PM01.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.005236
                },
                {
                  "id": "PM01.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 0.589005
                },
                {
                  "id": "PM01.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.471204
                },
                {
                  "id": "PM01.01.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.413613
                },
                {
                  "id": "PM01.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定schema盘点材料并提示缺字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 3.555804
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。；只计超出常规检查的返工。",
                  "minutes": 0.235602
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM01.02",
              "scenarioId": "rsi",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 85.5,
              "totalMinutes": 7.902559,
              "parts": [
                0,
                7.445279,
                0.45728,
                0
              ],
              "budgetLow": 7.172212,
              "budgetHigh": 9.467588000000001,
              "humanActivities": [
                {
                  "id": "PM01.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 0.685921
                },
                {
                  "id": "PM01.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.685921
                },
                {
                  "id": "PM01.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 2.743682
                },
                {
                  "id": "PM01.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.286402
                },
                {
                  "id": "PM01.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从重复格式的记录中抽取字段、引文和来源位置；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 1.043353
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。；只计超出常规检查的返工。",
                  "minutes": 0.45728
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.03",
              "scenarioId": "rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 55.25,
              "totalMinutes": 15.707123000000001,
              "parts": [
                0,
                14.959322,
                0.747801,
                0
              ],
              "budgetLow": 12.785248000000001,
              "budgetHigh": 19.359467,
              "humanActivities": [
                {
                  "id": "PM01.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 1.495601
                },
                {
                  "id": "PM01.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.243402
                },
                {
                  "id": "PM01.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 2.368035
                },
                {
                  "id": "PM01.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.739003
                },
                {
                  "id": "PM01.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出重复簇和主题候选，供后续核查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 5.113281
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。；只计超出常规检查的返工。",
                  "minutes": 0.747801
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.04",
              "scenarioId": "rsi",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 61.75,
              "totalMinutes": 32.262258,
              "parts": [
                0,
                30.725041,
                1.537217,
                0
              ],
              "budgetLow": 26.212258,
              "budgetHigh": 41.337258,
              "humanActivities": [
                {
                  "id": "PM01.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 3.074434
                },
                {
                  "id": "PM01.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.377023
                },
                {
                  "id": "PM01.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 1.84466
                },
                {
                  "id": "PM01.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.841424
                },
                {
                  "id": "PM01.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助定位引用、标出日期差异并列出冲突对；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 10.5875
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM逐条核查关键出处、历史版本和会影响结论的冲突。；只计超出常规检查的返工。",
                  "minutes": 1.537217
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM01.05",
              "scenarioId": "rsi",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 20.0,
              "totalMinutes": 65.931859,
              "parts": [
                0,
                63.984550999999996,
                1.947308,
                0
              ],
              "budgetLow": 57.381311000000004,
              "budgetHigh": 72.34477100000001,
              "humanActivities": [
                {
                  "id": "PM01.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 3.894616
                },
                {
                  "id": "PM01.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 24.16953
                },
                {
                  "id": "PM01.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 0.229095
                },
                {
                  "id": "PM01.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.489118
                },
                {
                  "id": "PM01.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 34.202192
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。；只计超出常规检查的返工。",
                  "minutes": 1.947308
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM01",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 29.979572
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 0.985041
              }
            ]
          },
          "children": [
            {
              "unitId": "PM01.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 40.5,
              "totalMinutes": 3.299341,
              "parts": [
                0,
                3.252221,
                0.04712,
                0
              ],
              "budgetLow": 2.667198,
              "budgetHigh": 4.879697999999999,
              "humanActivities": [
                {
                  "id": "PM01.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 0.801047
                },
                {
                  "id": "PM01.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.001309
                },
                {
                  "id": "PM01.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 0.117801
                },
                {
                  "id": "PM01.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：范围、统计单位和不可用材料已逐项标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.117801
                },
                {
                  "id": "PM01.01.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.424084
                },
                {
                  "id": "PM01.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定schema盘点材料并提示缺字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。",
                  "minutes": 0.790179
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认研究问题、材料授权边界和反馈条数与客户数的统计口径。；只计超出常规检查的返工。",
                  "minutes": 0.04712
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM01.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 93.1,
              "totalMinutes": 1.729127,
              "parts": [
                0,
                1.637671,
                0.091456,
                0
              ],
              "budgetLow": 1.520456,
              "budgetHigh": 2.042132,
              "humanActivities": [
                {
                  "id": "PM01.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 0.137184
                },
                {
                  "id": "PM01.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.17148
                },
                {
                  "id": "PM01.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 0.548736
                },
                {
                  "id": "PM01.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：字段能回链原始记录；源中缺失的值保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.5716
                },
                {
                  "id": "PM01.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从重复格式的记录中抽取字段、引文和来源位置；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。",
                  "minutes": 0.208671
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员只补充材料包中实际存在的映射字段，不猜测缺失值。；只计超出常规检查的返工。",
                  "minutes": 0.091456
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 80.75,
              "totalMinutes": 3.1483570000000003,
              "parts": [
                0,
                2.998797,
                0.14956,
                0
              ],
              "budgetLow": 2.563982,
              "budgetHigh": 4.609294,
              "humanActivities": [
                {
                  "id": "PM01.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 0.29912
                },
                {
                  "id": "PM01.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.56085
                },
                {
                  "id": "PM01.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 0.473607
                },
                {
                  "id": "PM01.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一客户的重复记录不重复计数；疑似同名或跨渠道匹配保留候选状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.934751
                },
                {
                  "id": "PM01.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出重复簇和主题候选，供后续核查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。",
                  "minutes": 0.730469
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员仅确认明确匹配规则，模糊身份留待单独处理。；只计超出常规检查的返工。",
                  "minutes": 0.14956
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM01.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 90.25,
              "totalMinutes": 6.608374,
              "parts": [
                0,
                6.300931,
                0.307443,
                0
              ],
              "budgetLow": 5.3983740000000004,
              "budgetHigh": 9.633373999999998,
              "humanActivities": [
                {
                  "id": "PM01.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 0.614887
                },
                {
                  "id": "PM01.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.344256
                },
                {
                  "id": "PM01.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 0.368932
                },
                {
                  "id": "PM01.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键引用原文相符；历史反馈按发生时适用版本解释；相互矛盾的记录没有被静默择一。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.460356
                },
                {
                  "id": "PM01.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助定位引用、标出日期差异并列出冲突对；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM逐条核查关键出处、历史版本和会影响结论的冲突。",
                  "minutes": 1.5125
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM逐条核查关键出处、历史版本和会影响结论的冲突。；只计超出常规检查的返工。",
                  "minutes": 0.307443
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM01.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 80.0,
              "totalMinutes": 16.179414,
              "parts": [
                0,
                15.789952,
                0.389462,
                0
              ],
              "budgetLow": 9.766503,
              "budgetHigh": 24.729962,
              "humanActivities": [
                {
                  "id": "PM01.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 0.778923
                },
                {
                  "id": "PM01.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.042383
                },
                {
                  "id": "PM01.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。",
                  "minutes": 0.045819
                },
                {
                  "id": "PM01.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：少数但高影响声音和反例可见；每个主题有支持材料；后续调查问题对应明确未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.372279
                },
                {
                  "id": "PM01.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 8.550548
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM01.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断样本是否足以支撑主题描述，并选定需要进一步调查的未知点。；只计超出常规检查的返工。",
                  "minutes": 0.389462
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        }
      ]
    },
    "PM02": {
      "task": {
        "taskId": "PM02",
        "title": "执行客户发现访谈、澄清问题并整理证据",
        "baselineMinutes": 420,
        "workload": "一轮合成研究：4名参与者、每人1次30分钟访谈、1份统一提纲；交付逐条引文、追问和待澄清项。",
        "inputState": "研究问题、抽样条件、提纲、参与者同意范围、录音/转写授权和资料保存规则已获批准；访谈解释仍需绑定现场语境。",
        "output": "研究提纲、获授权的访谈记录、可回查引文、追问与待澄清问题。",
        "qualityGate": [
          "结论对应参与者实际表达，听写疑点与研究者解释分开。",
          "访谈过程尊重参与者语境，诱导、拒绝和未答问题被保留。",
          "未获参与者确认的解释不写成事实。"
        ],
        "scopeExclusions": [
          "不代表未参与访谈的人群，也不据此宣称市场规模。",
          "不替参与者作产品承诺或向其发送未经批准的结论。"
        ],
        "sourceIds": [
          "EMP-PMEVAL-2026",
          "FR-AEI"
        ],
        "subtasks": [
          {
            "id": "PM02.01",
            "title": "整理研究问题与访谈提纲",
            "baselineMinutes": 45,
            "output": "与研究问题对应的主问、追问和跳题提纲。",
            "acceptance": "每个主问对应研究问题；问题保持开放且没有预设答案。",
            "mechanism": "generate",
            "aiOpportunity": "可把已批准研究问题整理成中性提问和追问候选。",
            "humanActivity": "PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
            "nonUseCondition": "研究问题要求探查参与者未同意讨论的敏感主题时，不生成该主题的访谈脚本。"
          },
          {
            "id": "PM02.02",
            "title": "安排参与者、同意与访谈准备",
            "baselineMinutes": 40,
            "output": "参与者安排、同意状态和访谈准备记录。",
            "acceptance": "每名参与者的方式、录音权限和退出选项均有记录。",
            "mechanism": "coordinate",
            "aiOpportunity": "可整理可用时段、准备事项和同意记录缺项。",
            "humanActivity": "研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
            "nonUseCondition": "参与者未同意录音、转写或AI在场时，不启用对应记录工具或AI参与。"
          },
          {
            "id": "PM02.03",
            "title": "进行真实访谈与现场追问",
            "baselineMinutes": 195,
            "output": "4场访谈的现场记录和参与者原话材料。",
            "acceptance": "追问围绕参与者表达展开；拒答、停顿或现场偏离均按事实记录。",
            "mechanism": "interact",
            "aiOpportunity": "在明确同意的条件下，可协助转写或提示遗漏的提纲主题。",
            "humanActivity": "研究者主持对话、倾听、追问并处理参与者现场反应；仅计PM本人主持、倾听、追问及记录的人时，不累计参与者人时。",
            "nonUseCondition": "访谈对象不是已同意的研究参与者，或AI提示会暴露其他客户的材料时，不在现场调用AI。"
          },
          {
            "id": "PM02.04",
            "title": "核实转写疑点与原话语境",
            "baselineMinutes": 80,
            "output": "听写不确定、代词指代、上下文缺失和需回访的逐项记录。",
            "acceptance": "争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。",
            "mechanism": "verify",
            "aiOpportunity": "可将低置信转写片段、前后文和疑似漏词集中呈现。",
            "humanActivity": "研究者回听争议片段并确认引文没有改写参与者原意。",
            "nonUseCondition": "没有录音授权且原始笔记不足以确认关键引文时，不把自动转写作为逐字证据。"
          },
          {
            "id": "PM02.05",
            "title": "综合发现并界定待澄清问题",
            "baselineMinutes": 60,
            "output": "带引文支持、不同解释和下一步追问的研究摘要。",
            "acceptance": "每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。",
            "mechanism": "judge",
            "aiOpportunity": "可按研究问题聚合引文并提出相互区别的解释。",
            "humanActivity": "PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
            "nonUseCondition": "参与者数量或筛选方式不支持群体层面比较时，不输出人群差异结论。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM02",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 333.800894
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 21.393182
              }
            ]
          },
          "children": [
            {
              "unitId": "PM02.01",
              "scenarioId": "agent",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 11.25,
              "totalMinutes": 18.261664999999997,
              "parts": [
                0,
                17.385042,
                0.876623,
                0
              ],
              "budgetLow": 16.917773999999998,
              "budgetHigh": 19.605555999999996,
              "humanActivities": [
                {
                  "id": "PM02.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 3.214286
                },
                {
                  "id": "PM02.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.529221
                },
                {
                  "id": "PM02.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 1.168831
                },
                {
                  "id": "PM02.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.753247
                },
                {
                  "id": "PM02.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把已批准研究问题整理成中性提问和追问候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 6.719457
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。；只计超出常规检查的返工。",
                  "minutes": 0.876623
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM02.02",
              "scenarioId": "agent",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 10.0,
              "totalMinutes": 19.840628,
              "parts": [
                0,
                19.243613,
                0.597015,
                0
              ],
              "budgetLow": 18.857577,
              "budgetHigh": 20.823679,
              "humanActivities": [
                {
                  "id": "PM02.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 6.567164
                },
                {
                  "id": "PM02.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.383085
                },
                {
                  "id": "PM02.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 0.995025
                },
                {
                  "id": "PM02.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.39801
                },
                {
                  "id": "PM02.02.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.985075
                },
                {
                  "id": "PM02.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理可用时段、准备事项和同意记录缺项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 4.915254
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。；只计超出常规检查的返工。",
                  "minutes": 0.597015
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.03",
              "scenarioId": "agent",
              "baselineMinutes": 195.0,
              "eligibleMinutes": 195.0,
              "adoptedMinutes": 195.0,
              "delegatedMinutes": 5.85,
              "totalMinutes": 216.680444,
              "parts": [
                0,
                205.684643,
                10.995801,
                0
              ],
              "budgetLow": 210.118056,
              "budgetHigh": 220.617876,
              "humanActivities": [
                {
                  "id": "PM02.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 23.395321
                },
                {
                  "id": "PM02.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 54.979004
                },
                {
                  "id": "PM02.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 127.310318
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI转写/记录漏掉关键信息后PM额外纠错、重听/重读、补充记录或回滚；只计PM本人的额外投入，不计受访者/其他参与者时间；仅计超出常规检查的返工。",
                  "minutes": 10.995801
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=195.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–8%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.04",
              "scenarioId": "agent",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 20.0,
              "totalMinutes": 51.228152,
              "parts": [
                0,
                46.277012,
                4.95114,
                0
              ],
              "budgetLow": 47.340828,
              "budgetHigh": 55.115476,
              "humanActivities": [
                {
                  "id": "PM02.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 7.296417
                },
                {
                  "id": "PM02.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.71987
                },
                {
                  "id": "PM02.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 0.521173
                },
                {
                  "id": "PM02.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.302932
                },
                {
                  "id": "PM02.04.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将低置信转写片段、前后文和疑似漏词集中呈现；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 19.43662
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者回听争议片段并确认引文没有改写参与者原意。；只计超出常规检查的返工。",
                  "minutes": 4.95114
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM02.05",
              "scenarioId": "agent",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 3.0,
              "totalMinutes": 49.183187,
              "parts": [
                0,
                45.210584,
                3.972603,
                0
              ],
              "budgetLow": 46.94761,
              "budgetHigh": 50.300974999999994,
              "humanActivities": [
                {
                  "id": "PM02.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 8.493151
                },
                {
                  "id": "PM02.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 14.246575
                },
                {
                  "id": "PM02.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 0.273973
                },
                {
                  "id": "PM02.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.958904
                },
                {
                  "id": "PM02.05.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。连续读取获准访谈/需求记录减少PM搬运上下文；用户价值判断保留。",
                  "minutes": 21.237981
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。；只计超出常规检查的返工。",
                  "minutes": 3.972603
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM02",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 387.59905
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 20.640287
              }
            ]
          },
          "children": [
            {
              "unitId": "PM02.01",
              "scenarioId": "current",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 6.75,
              "totalMinutes": 21.650483,
              "parts": [
                0,
                20.874621,
                0.775862,
                0
              ],
              "budgetLow": 20.157396000000002,
              "budgetHigh": 22.645875,
              "humanActivities": [
                {
                  "id": "PM02.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 4.655172
                },
                {
                  "id": "PM02.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.655172
                },
                {
                  "id": "PM02.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 1.551724
                },
                {
                  "id": "PM02.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.551724
                },
                {
                  "id": "PM02.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把已批准研究问题整理成中性提问和追问候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 8.460829
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。；只计超出常规检查的返工。",
                  "minutes": 0.775862
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM02.02",
              "scenarioId": "current",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 4.0,
              "totalMinutes": 27.561811,
              "parts": [
                0,
                27.329252999999998,
                0.232558,
                0
              ],
              "budgetLow": 26.824969,
              "budgetHigh": 28.298652999999998,
              "humanActivities": [
                {
                  "id": "PM02.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 10.232558
                },
                {
                  "id": "PM02.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.488372
                },
                {
                  "id": "PM02.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 1.395349
                },
                {
                  "id": "PM02.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.465116
                },
                {
                  "id": "PM02.02.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 5.116279
                },
                {
                  "id": "PM02.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理可用时段、准备事项和同意记录缺项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 6.631579
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。；只计超出常规检查的返工。",
                  "minutes": 0.232558
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.03",
              "scenarioId": "current",
              "baselineMinutes": 195.0,
              "eligibleMinutes": 195.0,
              "adoptedMinutes": 195.0,
              "delegatedMinutes": 3.9,
              "totalMinutes": 242.17293700000002,
              "parts": [
                0,
                230.960437,
                11.2125,
                0
              ],
              "budgetLow": 237.79640600000002,
              "budgetHigh": 245.09062500000002,
              "humanActivities": [
                {
                  "id": "PM02.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 33.15
                },
                {
                  "id": "PM02.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 54.84375
                },
                {
                  "id": "PM02.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 142.966687
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI转写/记录漏掉关键信息后PM额外纠错、重听/重读、补充记录或回滚；只计PM本人的额外投入，不计受访者/其他参与者时间；仅计超出常规检查的返工。",
                  "minutes": 11.2125
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=195.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额2%，条件敏感性0–5%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.04",
              "scenarioId": "current",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 12.0,
              "totalMinutes": 59.465036000000005,
              "parts": [
                0,
                54.709791,
                4.755245,
                0
              ],
              "budgetLow": 55.141507000000004,
              "budgetHigh": 62.347389,
              "humanActivities": [
                {
                  "id": "PM02.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 10.629371
                },
                {
                  "id": "PM02.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 18.181818
                },
                {
                  "id": "PM02.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 0.559441
                },
                {
                  "id": "PM02.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.839161
                },
                {
                  "id": "PM02.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将低置信转写片段、前后文和疑似漏词集中呈现；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 24.5
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者回听争议片段并确认引文没有改写参与者原意。；只计超出常规检查的返工。",
                  "minutes": 4.755245
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM02.05",
              "scenarioId": "current",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 1.8,
              "totalMinutes": 57.38907,
              "parts": [
                0,
                53.724948,
                3.664122,
                0
              ],
              "budgetLow": 55.495171,
              "budgetHigh": 58.200741,
              "humanActivities": [
                {
                  "id": "PM02.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 11.755725
                },
                {
                  "id": "PM02.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 14.503817
                },
                {
                  "id": "PM02.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 0.610687
                },
                {
                  "id": "PM02.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.610687
                },
                {
                  "id": "PM02.05.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 26.244032
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。；只计超出常规检查的返工。",
                  "minutes": 3.664122
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM02",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 339.553802
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 16.417605
              }
            ]
          },
          "children": [
            {
              "unitId": "PM02.01",
              "scenarioId": "harness",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 14.819735,
              "parts": [
                0,
                14.237211,
                0.582524,
                0
              ],
              "budgetLow": 13.483441,
              "budgetHigh": 16.601461,
              "humanActivities": [
                {
                  "id": "PM02.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 2.76699
                },
                {
                  "id": "PM02.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.621359
                },
                {
                  "id": "PM02.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 1.601942
                },
                {
                  "id": "PM02.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.456311
                },
                {
                  "id": "PM02.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把已批准研究问题整理成中性提问和追问候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 5.790609
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。；只计超出常规检查的返工。",
                  "minutes": 0.582524
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM02.02",
              "scenarioId": "harness",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 14.0,
              "totalMinutes": 19.799502,
              "parts": [
                0,
                19.611709,
                0.187793,
                0
              ],
              "budgetLow": 18.740679,
              "budgetHigh": 21.211267,
              "humanActivities": [
                {
                  "id": "PM02.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 7.323944
                },
                {
                  "id": "PM02.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.816901
                },
                {
                  "id": "PM02.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 0.938967
                },
                {
                  "id": "PM02.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.375587
                },
                {
                  "id": "PM02.02.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.568075
                },
                {
                  "id": "PM02.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理可用时段、准备事项和同意记录缺项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 4.588235
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。；只计超出常规检查的返工。",
                  "minutes": 0.187793
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.03",
              "scenarioId": "harness",
              "baselineMinutes": 195.0,
              "eligibleMinutes": 195.0,
              "adoptedMinutes": 195.0,
              "delegatedMinutes": 9.75,
              "totalMinutes": 224.57442100000003,
              "parts": [
                0,
                215.65285200000002,
                8.921569,
                0
              ],
              "budgetLow": 217.30392200000003,
              "budgetHigh": 231.84492000000003,
              "humanActivities": [
                {
                  "id": "PM02.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 24.331551
                },
                {
                  "id": "PM02.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 53.181818
                },
                {
                  "id": "PM02.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 138.139483
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI转写/记录漏掉关键信息后PM额外纠错、重听/重读、补充记录或回滚；只计PM本人的额外投入，不计受访者/其他参与者时间；仅计超出常规检查的返工。",
                  "minutes": 8.921569
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=195.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–10%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.04",
              "scenarioId": "harness",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 32.0,
              "totalMinutes": 45.898171,
              "parts": [
                0,
                42.273576,
                3.624595,
                0
              ],
              "budgetLow": 41.672819000000004,
              "budgetHigh": 51.531974,
              "humanActivities": [
                {
                  "id": "PM02.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 7.508091
                },
                {
                  "id": "PM02.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.05178
                },
                {
                  "id": "PM02.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 0.517799
                },
                {
                  "id": "PM02.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.294498
                },
                {
                  "id": "PM02.04.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将低置信转写片段、前后文和疑似漏词集中呈现；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 16.901408
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者回听争议片段并确认引文没有改写参与者原意。；只计超出常规检查的返工。",
                  "minutes": 3.624595
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM02.05",
              "scenarioId": "harness",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 4.8,
              "totalMinutes": 50.879577999999995,
              "parts": [
                0,
                47.778453999999996,
                3.101124,
                0
              ],
              "budgetLow": 47.654933,
              "budgetHigh": 52.491899999999994,
              "humanActivities": [
                {
                  "id": "PM02.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 8.629213
                },
                {
                  "id": "PM02.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.483146
                },
                {
                  "id": "PM02.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 0.269663
                },
                {
                  "id": "PM02.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.674157
                },
                {
                  "id": "PM02.05.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 24.722275
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。；只计超出常规检查的返工。",
                  "minutes": 3.101124
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM02",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 321.145848
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 11.711138
              }
            ]
          },
          "children": [
            {
              "unitId": "PM02.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 20.25,
              "totalMinutes": 12.224777000000001,
              "parts": [
                0,
                11.940865,
                0.283912,
                0
              ],
              "budgetLow": 10.51528,
              "budgetHigh": 13.934275000000001,
              "humanActivities": [
                {
                  "id": "PM02.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 2.129338
                },
                {
                  "id": "PM02.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.987382
                },
                {
                  "id": "PM02.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 1.561514
                },
                {
                  "id": "PM02.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.561514
                },
                {
                  "id": "PM02.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把已批准研究问题整理成中性提问和追问候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 4.701117
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。；只计超出常规检查的返工。",
                  "minutes": 0.283912
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM02.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 18.0,
              "totalMinutes": 16.803406000000003,
              "parts": [
                0,
                16.628734,
                0.174672,
                0
              ],
              "budgetLow": 15.456871999999999,
              "budgetHigh": 18.486575000000002,
              "humanActivities": [
                {
                  "id": "PM02.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 6.28821
                },
                {
                  "id": "PM02.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.79476
                },
                {
                  "id": "PM02.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 0.873362
                },
                {
                  "id": "PM02.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.349345
                },
                {
                  "id": "PM02.02.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.620087
                },
                {
                  "id": "PM02.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理可用时段、准备事项和同意记录缺项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 3.70297
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。；只计超出常规检查的返工。",
                  "minutes": 0.174672
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 195.0,
              "eligibleMinutes": 195.0,
              "adoptedMinutes": 195.0,
              "delegatedMinutes": 13.65,
              "totalMinutes": 214.840877,
              "parts": [
                0,
                208.52834000000001,
                6.312537,
                0
              ],
              "budgetLow": 203.280901,
              "budgetHigh": 222.065863,
              "humanActivities": [
                {
                  "id": "PM02.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 21.347852
                },
                {
                  "id": "PM02.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 52.795762
                },
                {
                  "id": "PM02.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 134.384726
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI转写/记录漏掉关键信息后PM额外纠错、重听/重读、补充记录或回滚；只计PM本人的额外投入，不计受访者/其他参与者时间；仅计超出常规检查的返工。",
                  "minutes": 6.312537
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=195.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额7%，条件敏感性2–15%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 40.0,
              "totalMinutes": 40.394419000000006,
              "parts": [
                0,
                37.838508000000004,
                2.555911,
                0
              ],
              "budgetLow": 34.869239,
              "budgetHigh": 47.300893,
              "humanActivities": [
                {
                  "id": "PM02.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 6.134185
                },
                {
                  "id": "PM02.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 15.335463
                },
                {
                  "id": "PM02.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 0.766773
                },
                {
                  "id": "PM02.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.789137
                },
                {
                  "id": "PM02.04.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将低置信转写片段、前后文和疑似漏词集中呈现；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 13.81295
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者回听争议片段并确认引文没有改写参与者原意。；只计超出常规检查的返工。",
                  "minutes": 2.555911
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM02.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 6.0,
              "totalMinutes": 48.593507,
              "parts": [
                0,
                46.209401,
                2.384106,
                0
              ],
              "budgetLow": 44.60055,
              "budgetHigh": 50.456888000000006,
              "humanActivities": [
                {
                  "id": "PM02.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 7.284768
                },
                {
                  "id": "PM02.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.642384
                },
                {
                  "id": "PM02.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 0.397351
                },
                {
                  "id": "PM02.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.927152
                },
                {
                  "id": "PM02.05.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 23.957746
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。；只计超出常规检查的返工。",
                  "minutes": 2.384106
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM02",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 316.038176
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 13.063784
              }
            ]
          },
          "children": [
            {
              "unitId": "PM02.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 24.75,
              "totalMinutes": 12.180137,
              "parts": [
                0,
                11.755609,
                0.424528,
                0
              ],
              "budgetLow": 10.477434,
              "budgetHigh": 14.308515,
              "humanActivities": [
                {
                  "id": "PM02.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 2.264151
                },
                {
                  "id": "PM02.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.264151
                },
                {
                  "id": "PM02.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 1.698113
                },
                {
                  "id": "PM02.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.698113
                },
                {
                  "id": "PM02.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把已批准研究问题整理成中性提问和追问候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 3.831081
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。；只计超出常规检查的返工。",
                  "minutes": 0.424528
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM02.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 16.0,
              "totalMinutes": 18.257406,
              "parts": [
                0,
                17.895415,
                0.361991,
                0
              ],
              "budgetLow": 16.937818,
              "budgetHigh": 19.576994,
              "humanActivities": [
                {
                  "id": "PM02.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 6.696833
                },
                {
                  "id": "PM02.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.714932
                },
                {
                  "id": "PM02.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 1.085973
                },
                {
                  "id": "PM02.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.361991
                },
                {
                  "id": "PM02.02.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.076923
                },
                {
                  "id": "PM02.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理可用时段、准备事项和同意记录缺项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 3.958763
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。；只计超出常规检查的返工。",
                  "minutes": 0.361991
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 195.0,
              "eligibleMinutes": 195.0,
              "adoptedMinutes": 195.0,
              "delegatedMinutes": 15.6,
              "totalMinutes": 214.051934,
              "parts": [
                0,
                206.73657599999999,
                7.315358,
                0
              ],
              "budgetLow": 199.71840600000002,
              "budgetHigh": 222.652051,
              "humanActivities": [
                {
                  "id": "PM02.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 22.060375
                },
                {
                  "id": "PM02.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 52.807737
                },
                {
                  "id": "PM02.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 131.868464
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI转写/记录漏掉关键信息后PM额外纠错、重听/重读、补充记录或回滚；只计PM本人的额外投入，不计受访者/其他参与者时间；仅计超出常规检查的返工。",
                  "minutes": 7.315358
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=195.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–18%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 44.0,
              "totalMinutes": 39.54199,
              "parts": [
                0,
                36.551336,
                2.990654,
                0
              ],
              "budgetLow": 34.151919,
              "budgetHigh": 46.279578,
              "humanActivities": [
                {
                  "id": "PM02.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 6.479751
                },
                {
                  "id": "PM02.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 15.202492
                },
                {
                  "id": "PM02.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 0.747664
                },
                {
                  "id": "PM02.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.993769
                },
                {
                  "id": "PM02.04.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将低置信转写片段、前后文和疑似漏词集中呈现；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 12.12766
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者回听争议片段并确认引文没有改写参与者原意。；只计超出常规检查的返工。",
                  "minutes": 2.990654
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM02.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 9.0,
              "totalMinutes": 45.070493,
              "parts": [
                0,
                43.09924,
                1.971253,
                0
              ],
              "budgetLow": 41.356519,
              "budgetHigh": 47.546474999999994,
              "humanActivities": [
                {
                  "id": "PM02.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 7.392197
                },
                {
                  "id": "PM02.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.552361
                },
                {
                  "id": "PM02.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 0.36961
                },
                {
                  "id": "PM02.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.73922
                },
                {
                  "id": "PM02.05.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 21.045852
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。；只计超出常规检查的返工。",
                  "minutes": 1.971253
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM02",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 292.91229
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 9.629716
              }
            ]
          },
          "children": [
            {
              "unitId": "PM02.01",
              "scenarioId": "rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 10.03478,
              "parts": [
                0,
                9.762877,
                0.271903,
                0
              ],
              "budgetLow": 8.418014,
              "budgetHigh": 12.055738,
              "humanActivities": [
                {
                  "id": "PM02.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 1.767372
                },
                {
                  "id": "PM02.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.767372
                },
                {
                  "id": "PM02.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 1.63142
                },
                {
                  "id": "PM02.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.767372
                },
                {
                  "id": "PM02.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把已批准研究问题整理成中性提问和追问候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 2.829341
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。；只计超出常规检查的返工。",
                  "minutes": 0.271903
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM02.02",
              "scenarioId": "rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 22.0,
              "totalMinutes": 15.400471999999999,
              "parts": [
                0,
                15.067139,
                0.333333,
                0
              ],
              "budgetLow": 14.111372,
              "budgetHigh": 17.334121,
              "humanActivities": [
                {
                  "id": "PM02.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 5.833333
                },
                {
                  "id": "PM02.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.833333
                },
                {
                  "id": "PM02.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 0.833333
                },
                {
                  "id": "PM02.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.333333
                },
                {
                  "id": "PM02.02.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.333333
                },
                {
                  "id": "PM02.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理可用时段、准备事项和同意记录缺项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 2.900474
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。；只计超出常规检查的返工。",
                  "minutes": 0.333333
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.03",
              "scenarioId": "rsi",
              "baselineMinutes": 195.0,
              "eligibleMinutes": 195.0,
              "adoptedMinutes": 195.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 199.327778,
              "parts": [
                0,
                194.216667,
                5.111111,
                0
              ],
              "budgetLow": 177.87777799999998,
              "budgetHigh": 213.62777799999998,
              "humanActivities": [
                {
                  "id": "PM02.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 19.555556
                },
                {
                  "id": "PM02.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 53.111111
                },
                {
                  "id": "PM02.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 121.55
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI转写/记录漏掉关键信息后PM额外纠错、重听/重读、补充记录或回滚；只计PM本人的额外投入，不计受访者/其他参与者时间；仅计超出常规检查的返工。",
                  "minutes": 5.111111
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=195.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.04",
              "scenarioId": "rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 52.0,
              "totalMinutes": 35.08014,
              "parts": [
                0,
                32.699188,
                2.380952,
                0
              ],
              "budgetLow": 29.728223,
              "budgetHigh": 43.108014,
              "humanActivities": [
                {
                  "id": "PM02.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 5.238095
                },
                {
                  "id": "PM02.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 14.52381
                },
                {
                  "id": "PM02.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 0.952381
                },
                {
                  "id": "PM02.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.619048
                },
                {
                  "id": "PM02.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将低置信转写片段、前后文和疑似漏词集中呈现；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 9.365854
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者回听争议片段并确认引文没有改写参与者原意。；只计超出常规检查的返工。",
                  "minutes": 2.380952
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM02.05",
              "scenarioId": "rsi",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 12.0,
              "totalMinutes": 42.69883600000001,
              "parts": [
                0,
                41.166419000000005,
                1.532417,
                0
              ],
              "budgetLow": 37.65281100000001,
              "budgetHigh": 46.483355,
              "humanActivities": [
                {
                  "id": "PM02.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 6.129666
                },
                {
                  "id": "PM02.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.438114
                },
                {
                  "id": "PM02.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 0.471513
                },
                {
                  "id": "PM02.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.943026
                },
                {
                  "id": "PM02.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 20.1841
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。；只计超出常规检查的返工。",
                  "minutes": 1.532417
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM02",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 75.199408
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 1.925943
              }
            ]
          },
          "children": [
            {
              "unitId": "PM02.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 42.75,
              "totalMinutes": 2.022017,
              "parts": [
                0,
                1.967636,
                0.054381,
                0
              ],
              "budgetLow": 1.698663,
              "budgetHigh": 2.8303999999999996,
              "humanActivities": [
                {
                  "id": "PM02.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 0.353474
                },
                {
                  "id": "PM02.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.441843
                },
                {
                  "id": "PM02.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 0.326284
                },
                {
                  "id": "PM02.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个主问对应研究问题；问题保持开放且没有预设答案。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.441843
                },
                {
                  "id": "PM02.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把已批准研究问题整理成中性提问和追问候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。",
                  "minutes": 0.404192
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者检查提纲是否尊重参与者语境并覆盖研究目标。；只计超出常规检查的返工。",
                  "minutes": 0.054381
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM02.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 36.0,
              "totalMinutes": 3.5362169999999997,
              "parts": [
                0,
                3.46955,
                0.066667,
                0
              ],
              "budgetLow": 3.020577,
              "budgetHigh": 4.825316,
              "humanActivities": [
                {
                  "id": "PM02.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 1.166667
                },
                {
                  "id": "PM02.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.708333
                },
                {
                  "id": "PM02.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 0.166667
                },
                {
                  "id": "PM02.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每名参与者的方式、录音权限和退出选项均有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.083333
                },
                {
                  "id": "PM02.02.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.7
                },
                {
                  "id": "PM02.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理可用时段、准备事项和同意记录缺项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。",
                  "minutes": 0.64455
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究协调者与参与者确认时间、研究方式和录音/AI参与选择。；只计超出常规检查的返工。",
                  "minutes": 0.066667
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 195.0,
              "eligibleMinutes": 195.0,
              "adoptedMinutes": 195.0,
              "delegatedMinutes": 146.25,
              "totalMinutes": 53.961111,
              "parts": [
                0,
                52.938889,
                1.022222,
                0
              ],
              "budgetLow": 32.511111,
              "budgetHigh": 89.711111,
              "humanActivities": [
                {
                  "id": "PM02.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 3.911111
                },
                {
                  "id": "PM02.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 13.277778
                },
                {
                  "id": "PM02.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 35.75
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI转写/记录漏掉关键信息后PM额外纠错、重听/重读、补充记录或回滚；只计PM本人的额外投入，不计受访者/其他参与者时间；仅计超出常规检查的返工。",
                  "minutes": 1.022222
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=195.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额75%，条件敏感性50–90%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM02.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 76.0,
              "totalMinutes": 7.3379780000000006,
              "parts": [
                0,
                6.861788000000001,
                0.47619,
                0
              ],
              "budgetLow": 6.267595,
              "budgetHigh": 10.013936000000001,
              "humanActivities": [
                {
                  "id": "PM02.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 1.047619
                },
                {
                  "id": "PM02.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.630952
                },
                {
                  "id": "PM02.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 0.190476
                },
                {
                  "id": "PM02.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：争议引文经授权录音或原始笔记核对；无法确认处明确标待澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.654762
                },
                {
                  "id": "PM02.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将低置信转写片段、前后文和疑似漏词集中呈现；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者回听争议片段并确认引文没有改写参与者原意。",
                  "minutes": 1.337979
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者回听争议片段并确认引文没有改写参与者原意。；只计超出常规检查的返工。",
                  "minutes": 0.47619
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM02.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 48.0,
              "totalMinutes": 10.268028000000001,
              "parts": [
                0,
                9.961545000000001,
                0.306483,
                0
              ],
              "budgetLow": 6.483509,
              "budgetHigh": 15.314053000000001,
              "humanActivities": [
                {
                  "id": "PM02.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 1.225933
                },
                {
                  "id": "PM02.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.359528
                },
                {
                  "id": "PM02.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。",
                  "minutes": 0.094303
                },
                {
                  "id": "PM02.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条主题有对应参与者表达；个体观点没有被写成群体共识；未知项指向可执行澄清。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.235756
                },
                {
                  "id": "PM02.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 5.046025
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM02.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/研究者判断跨访谈解释的支持范围，并决定需要复访或补样本之处。；只计超出常规检查的返工。",
                  "minutes": 0.306483
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        }
      ]
    },
    "PM03": {
      "task": {
        "taskId": "PM03",
        "title": "编制市场、竞品与外部规则证据简报",
        "baselineMinutes": 300,
        "workload": "一次合成研究：围绕1个产品问题、1个适用地域和1个观察日期核查8份原始发布资料；产出1份简报。",
        "inputState": "研究问题、产品范围、地域、检索授权、来源目录和事实记录schema已确定；原始资料可访问，规则适用解释留给专业人员。",
        "output": "带日期、版本、地域、原始引用、相互冲突与适用限制的外部证据简报。",
        "qualityGate": [
          "关键事实有原始来源和适用日期。",
          "来源冲突、时效和地域边界可见。",
          "法律/合规解释清楚标为待专业人员判断。"
        ],
        "scopeExclusions": [
          "不出具法律意见或正式合规批准。",
          "不把搜索摘要、动态页面片段或无法确认版本的材料当作原文证据。"
        ],
        "sourceIds": [
          "EMP-DELLACQUA-BCG-2026",
          "EMP-PMEVAL-2026",
          "FR-AEI"
        ],
        "subtasks": [
          {
            "id": "PM03.01",
            "title": "固定查询边界与来源清单",
            "baselineMinutes": 35,
            "output": "检索问题、地域/日期范围和允许来源目录。",
            "acceptance": "每项检索与问题相关；排除来源有记录。",
            "mechanism": "coordinate",
            "aiOpportunity": "可将研究问题拆成来源类别和检索字段。",
            "humanActivity": "PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
            "nonUseCondition": "问题没有适用地域或观察日期，而结论依赖地域/时效差异时，不启动事实归纳。"
          },
          {
            "id": "PM03.02",
            "title": "检索并提取原始事实",
            "baselineMinutes": 70,
            "output": "带原文位置、日期、版本和来源身份的事实摘录表。",
            "acceptance": "摘录可在原始资料中定位；观点、事实和推测分栏。",
            "mechanism": "extract",
            "aiOpportunity": "可在指定来源中查找事实片段并抽取来源元数据。",
            "humanActivity": "研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
            "nonUseCondition": "来源只返回摘要、登录墙片段或无法验证发布主体时，不抽取为已核实事实。"
          },
          {
            "id": "PM03.03",
            "title": "核对日期、地域与来源版本",
            "baselineMinutes": 55,
            "output": "来源时效、地域适用性和版本冲突清单。",
            "acceptance": "同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。",
            "mechanism": "verify",
            "aiOpportunity": "可比较同一来源的版本日期并提示适用范围冲突。",
            "humanActivity": "PM检查会改变产品判断的关键版本与地域适用情况。",
            "nonUseCondition": "历史版本已不可获得且结论需要还原当时规则时，不用当前版本替代历史版本。"
          },
          {
            "id": "PM03.04",
            "title": "裁定产品含义与专业问题",
            "baselineMinutes": 75,
            "output": "产品影响解释、冲突选择及待法务/合规确认问题。",
            "acceptance": "产品推论明确标为推论；规则解释和不确定项有对应专业审查人。",
            "mechanism": "judge",
            "aiOpportunity": "可并列不同来源的含义并提出需澄清的问题。",
            "humanActivity": "PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
            "nonUseCondition": "来源之间存在尚未解决的适用范围冲突时，不给出确定的产品合规结论。"
          },
          {
            "id": "PM03.05",
            "title": "编排证据简报与限制说明",
            "baselineMinutes": 65,
            "output": "包含事实、来源、日期、冲突和限制的简报稿。",
            "acceptance": "简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。",
            "mechanism": "generate",
            "aiOpportunity": "可按固定版式生成引用清单、比较表和限制段落。",
            "humanActivity": "PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
            "nonUseCondition": "事实与推论尚未分开，或来源链接无法交给接收者核查时，不生成结论版简报。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM03",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 154.691452
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 14.03841
              }
            ]
          },
          "children": [
            {
              "unitId": "PM03.01",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 8.75,
              "totalMinutes": 16.087773000000002,
              "parts": [
                0,
                15.639055,
                0.448718,
                0
              ],
              "budgetLow": 15.323209,
              "budgetHigh": 16.852336,
              "humanActivities": [
                {
                  "id": "PM03.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 4.188034
                },
                {
                  "id": "PM03.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.739316
                },
                {
                  "id": "PM03.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 0.598291
                },
                {
                  "id": "PM03.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.448718
                },
                {
                  "id": "PM03.01.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.84188
                },
                {
                  "id": "PM03.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将研究问题拆成来源类别和检索字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 3.822816
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。；只计超出常规检查的返工。",
                  "minutes": 0.448718
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM03.02",
              "scenarioId": "agent",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 35.0,
              "totalMinutes": 22.321465,
              "parts": [
                0,
                20.313817,
                2.007648,
                0
              ],
              "budgetLow": 20.603993,
              "budgetHigh": 24.611428,
              "humanActivities": [
                {
                  "id": "PM03.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 2.409178
                },
                {
                  "id": "PM03.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.086042
                },
                {
                  "id": "PM03.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 2.409178
                },
                {
                  "id": "PM03.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.684512
                },
                {
                  "id": "PM03.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在指定来源中查找事实片段并抽取来源元数据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 5.724907
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。；只计超出常规检查的返工。",
                  "minutes": 2.007648
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.03",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 27.5,
              "totalMinutes": 28.756403,
              "parts": [
                0,
                25.100814,
                3.655589,
                0
              ],
              "budgetLow": 26.310751,
              "budgetHigh": 32.017272,
              "humanActivities": [
                {
                  "id": "PM03.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 3.821752
                },
                {
                  "id": "PM03.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.138973
                },
                {
                  "id": "PM03.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 1.163142
                },
                {
                  "id": "PM03.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.824773
                },
                {
                  "id": "PM03.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较同一来源的版本日期并提示适用范围冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 8.152174
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查会改变产品判断的关键版本与地域适用情况。；只计超出常规检查的返工。",
                  "minutes": 3.655589
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。日期、地域与来源版本可回源核验，区别于开放因果判断。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.04",
              "scenarioId": "agent",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 3.75,
              "totalMinutes": 68.364215,
              "parts": [
                0,
                61.890274,
                6.473941,
                0
              ],
              "budgetLow": 65.17964,
              "budgetHigh": 69.956503,
              "humanActivities": [
                {
                  "id": "PM03.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 8.306189
                },
                {
                  "id": "PM03.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 21.254072
                },
                {
                  "id": "PM03.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 0.610749
                },
                {
                  "id": "PM03.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.465798
                },
                {
                  "id": "PM03.04.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。只读汇总规格和决策记录减少找版本时间；冲突裁定仍人工完成。",
                  "minutes": 30.253466
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。；只计超出常规检查的返工。",
                  "minutes": 6.473941
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.05",
              "scenarioId": "agent",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 16.25,
              "totalMinutes": 33.200006,
              "parts": [
                0,
                31.747492,
                1.452514,
                0
              ],
              "budgetLow": 30.772295000000003,
              "budgetHigh": 35.627717000000004,
              "humanActivities": [
                {
                  "id": "PM03.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 4.72067
                },
                {
                  "id": "PM03.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.078212
                },
                {
                  "id": "PM03.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 1.997207
                },
                {
                  "id": "PM03.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.812849
                },
                {
                  "id": "PM03.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定版式生成引用清单、比较表和限制段落；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 12.138554
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。；只计超出常规检查的返工。",
                  "minutes": 1.452514
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM03",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 186.709805
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 13.776899
              }
            ]
          },
          "children": [
            {
              "unitId": "PM03.01",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 3.5,
              "totalMinutes": 21.245884,
              "parts": [
                0,
                20.726082,
                0.519802,
                0
              ],
              "budgetLow": 20.675659999999997,
              "budgetHigh": 21.816108999999997,
              "humanActivities": [
                {
                  "id": "PM03.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 6.237624
                },
                {
                  "id": "PM03.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.811881
                },
                {
                  "id": "PM03.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 0.866337
                },
                {
                  "id": "PM03.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.519802
                },
                {
                  "id": "PM03.01.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 4.158416
                },
                {
                  "id": "PM03.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将研究问题拆成来源类别和检索字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 5.132022
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。；只计超出常规检查的返工。",
                  "minutes": 0.519802
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM03.02",
              "scenarioId": "current",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 24.5,
              "totalMinutes": 27.110508,
              "parts": [
                0,
                25.081522,
                2.028986,
                0
              ],
              "budgetLow": 24.610508,
              "budgetHigh": 29.610508,
              "humanActivities": [
                {
                  "id": "PM03.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 4.202899
                },
                {
                  "id": "PM03.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.652174
                },
                {
                  "id": "PM03.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 3.043478
                },
                {
                  "id": "PM03.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.057971
                },
                {
                  "id": "PM03.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在指定来源中查找事实片段并抽取来源元数据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 8.125
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。；只计超出常规检查的返工。",
                  "minutes": 2.028986
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.03",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 19.25,
              "totalMinutes": 34.530243,
              "parts": [
                0,
                31.159275,
                3.370968,
                0
              ],
              "budgetLow": 30.893146,
              "budgetHigh": 38.167339,
              "humanActivities": [
                {
                  "id": "PM03.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 5.677419
                },
                {
                  "id": "PM03.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.758065
                },
                {
                  "id": "PM03.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 1.419355
                },
                {
                  "id": "PM03.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.483871
                },
                {
                  "id": "PM03.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较同一来源的版本日期并提示适用范围冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 11.820565
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查会改变产品判断的关键版本与地域适用情况。；只计超出常规检查的返工。",
                  "minutes": 3.370968
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。日期、地域与来源版本可回源核验，区别于开放因果判断。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.04",
              "scenarioId": "current",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 2.25,
              "totalMinutes": 77.728117,
              "parts": [
                0,
                71.45634,
                6.271777,
                0
              ],
              "budgetLow": 75.107933,
              "budgetHigh": 78.851053,
              "humanActivities": [
                {
                  "id": "PM03.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 11.890244
                },
                {
                  "id": "PM03.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 21.297909
                },
                {
                  "id": "PM03.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 0.65331
                },
                {
                  "id": "PM03.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.30662
                },
                {
                  "id": "PM03.04.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 36.308257
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。；只计超出常规检查的返工。",
                  "minutes": 6.271777
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.05",
              "scenarioId": "current",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 9.75,
              "totalMinutes": 39.871952,
              "parts": [
                0,
                38.286586,
                1.585366,
                0
              ],
              "budgetLow": 37.137196,
              "budgetHigh": 41.695123,
              "humanActivities": [
                {
                  "id": "PM03.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 7.530488
                },
                {
                  "id": "PM03.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.710366
                },
                {
                  "id": "PM03.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 2.378049
                },
                {
                  "id": "PM03.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.170732
                },
                {
                  "id": "PM03.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定版式生成引用清单、比较表和限制段落；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 15.496951
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。；只计超出常规检查的返工。",
                  "minutes": 1.585366
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM03",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 136.989953
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 9.006778
              }
            ]
          },
          "children": [
            {
              "unitId": "PM03.01",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 15.000085,
              "parts": [
                0,
                14.715532,
                0.284553,
                0
              ],
              "budgetLow": 14.198002,
              "budgetHigh": 16.06953,
              "humanActivities": [
                {
                  "id": "PM03.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 4.552846
                },
                {
                  "id": "PM03.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.987805
                },
                {
                  "id": "PM03.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 0.569106
                },
                {
                  "id": "PM03.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.426829
                },
                {
                  "id": "PM03.01.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.703252
                },
                {
                  "id": "PM03.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将研究问题拆成来源类别和检索字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 3.475694
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。；只计超出常规检查的返工。",
                  "minutes": 0.284553
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM03.02",
              "scenarioId": "harness",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 45.5,
              "totalMinutes": 14.817649,
              "parts": [
                0,
                13.637874,
                1.179775,
                0
              ],
              "budgetLow": 13.130149,
              "budgetHigh": 17.067649,
              "humanActivities": [
                {
                  "id": "PM03.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 2.097378
                },
                {
                  "id": "PM03.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.966292
                },
                {
                  "id": "PM03.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 2.883895
                },
                {
                  "id": "PM03.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.752809
                },
                {
                  "id": "PM03.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在指定来源中查找事实片段并抽取来源元数据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 3.9375
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。；只计超出常规检查的返工。",
                  "minutes": 1.179775
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.03",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 21.889183000000003,
              "parts": [
                0,
                19.657299000000002,
                2.231884,
                0
              ],
              "budgetLow": 19.340403000000002,
              "budgetHigh": 25.287557,
              "humanActivities": [
                {
                  "id": "PM03.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 3.666667
                },
                {
                  "id": "PM03.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.217391
                },
                {
                  "id": "PM03.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 1.434783
                },
                {
                  "id": "PM03.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.391304
                },
                {
                  "id": "PM03.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较同一来源的版本日期并提示适用范围冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 5.947154
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查会改变产品判断的关键版本与地域适用情况。；只计超出常规检查的返工。",
                  "minutes": 2.231884
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。日期、地域与来源版本可回源核验，区别于开放因果判断。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.04",
              "scenarioId": "harness",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 6.0,
              "totalMinutes": 68.914981,
              "parts": [
                0,
                64.475729,
                4.439252,
                0
              ],
              "budgetLow": 64.482145,
              "budgetHigh": 71.13139899999999,
              "humanActivities": [
                {
                  "id": "PM03.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 8.411215
                },
                {
                  "id": "PM03.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.093458
                },
                {
                  "id": "PM03.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 0.584112
                },
                {
                  "id": "PM03.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.401869
                },
                {
                  "id": "PM03.04.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 33.985075
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。；只计超出常规检查的返工。",
                  "minutes": 4.439252
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.05",
              "scenarioId": "harness",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 25.374833000000002,
              "parts": [
                0,
                24.503519,
                0.871314,
                0
              ],
              "budgetLow": 22.937333000000002,
              "budgetHigh": 28.624833000000002,
              "humanActivities": [
                {
                  "id": "PM03.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 4.182306
                },
                {
                  "id": "PM03.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.356568
                },
                {
                  "id": "PM03.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 2.613941
                },
                {
                  "id": "PM03.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.788204
                },
                {
                  "id": "PM03.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定版式生成引用清单、比较表和限制段落；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 10.5625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。；只计超出常规检查的返工。",
                  "minutes": 0.871314
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM03",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 120.617663
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 5.801498
              }
            ]
          },
          "children": [
            {
              "unitId": "PM03.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 12.986004999999999,
              "parts": [
                0,
                12.852416999999999,
                0.133588,
                0
              ],
              "budgetLow": 11.955701999999999,
              "budgetHigh": 14.273883999999999,
              "humanActivities": [
                {
                  "id": "PM03.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 4.141221
                },
                {
                  "id": "PM03.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.805344
                },
                {
                  "id": "PM03.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 0.534351
                },
                {
                  "id": "PM03.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.400763
                },
                {
                  "id": "PM03.01.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.137405
                },
                {
                  "id": "PM03.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将研究问题拆成来源类别和检索字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 2.833333
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。；只计超出常规检查的返工。",
                  "minutes": 0.133588
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM03.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 56.0,
              "totalMinutes": 10.816292,
              "parts": [
                0,
                10.160861,
                0.655431,
                0
              ],
              "budgetLow": 9.799532,
              "budgetHigh": 12.849811,
              "humanActivities": [
                {
                  "id": "PM03.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 1.441948
                },
                {
                  "id": "PM03.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.310861
                },
                {
                  "id": "PM03.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 2.883895
                },
                {
                  "id": "PM03.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.490637
                },
                {
                  "id": "PM03.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在指定来源中查找事实片段并抽取来源元数据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 2.03352
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。；只计超出常规检查的返工。",
                  "minutes": 0.655431
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 44.0,
              "totalMinutes": 17.108385,
              "parts": [
                0,
                15.71008,
                1.398305,
                0
              ],
              "budgetLow": 15.468034,
              "budgetHigh": 20.389087,
              "humanActivities": [
                {
                  "id": "PM03.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 2.79661
                },
                {
                  "id": "PM03.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.282486
                },
                {
                  "id": "PM03.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 1.398305
                },
                {
                  "id": "PM03.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.951977
                },
                {
                  "id": "PM03.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较同一来源的版本日期并提示适用范围冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 3.280702
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查会改变产品判断的关键版本与地域适用情况。；只计超出常规检查的返工。",
                  "minutes": 1.398305
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。日期、地域与来源版本可回源核验，区别于开放因果判断。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 7.5,
              "totalMinutes": 65.037148,
              "parts": [
                0,
                61.944364,
                3.092784,
                0
              ],
              "budgetLow": 59.517947,
              "budgetHigh": 67.612775,
              "humanActivities": [
                {
                  "id": "PM03.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 7.069219
                },
                {
                  "id": "PM03.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.103093
                },
                {
                  "id": "PM03.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 0.441826
                },
                {
                  "id": "PM03.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.215022
                },
                {
                  "id": "PM03.04.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 33.115204
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。；只计超出常规检查的返工。",
                  "minutes": 3.092784
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 20.471331,
              "parts": [
                0,
                19.949941,
                0.52139,
                0
              ],
              "budgetLow": 17.451129,
              "budgetHigh": 23.491533,
              "humanActivities": [
                {
                  "id": "PM03.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 2.954545
                },
                {
                  "id": "PM03.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.128342
                },
                {
                  "id": "PM03.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 2.780749
                },
                {
                  "id": "PM03.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.780749
                },
                {
                  "id": "PM03.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定版式生成引用清单、比较表和限制段落；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 8.305556
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。；只计超出常规检查的返工。",
                  "minutes": 0.52139
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM03",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 120.98232
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 7.138418
              }
            ]
          },
          "children": [
            {
              "unitId": "PM03.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 14.0,
              "totalMinutes": 13.841782,
              "parts": [
                0,
                13.566191,
                0.275591,
                0
              ],
              "budgetLow": 12.810532,
              "budgetHigh": 14.873032,
              "humanActivities": [
                {
                  "id": "PM03.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 4.271654
                },
                {
                  "id": "PM03.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.031496
                },
                {
                  "id": "PM03.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 0.551181
                },
                {
                  "id": "PM03.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.413386
                },
                {
                  "id": "PM03.01.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.204724
                },
                {
                  "id": "PM03.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将研究问题拆成来源类别和检索字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 3.09375
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。；只计超出常规检查的返工。",
                  "minutes": 0.275591
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM03.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 54.6,
              "totalMinutes": 12.969701,
              "parts": [
                0,
                11.921012000000001,
                1.048689,
                0
              ],
              "budgetLow": 11.686943,
              "budgetHigh": 14.893839,
              "humanActivities": [
                {
                  "id": "PM03.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 1.70412
                },
                {
                  "id": "PM03.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.835206
                },
                {
                  "id": "PM03.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 3.014981
                },
                {
                  "id": "PM03.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.014981
                },
                {
                  "id": "PM03.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在指定来源中查找事实片段并抽取来源元数据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 2.351724
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。；只计超出常规检查的返工。",
                  "minutes": 1.048689
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 42.9,
              "totalMinutes": 18.261687,
              "parts": [
                0,
                16.581131,
                1.680556,
                0
              ],
              "budgetLow": 16.384101,
              "budgetHigh": 21.078067,
              "humanActivities": [
                {
                  "id": "PM03.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 2.902778
                },
                {
                  "id": "PM03.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.652778
                },
                {
                  "id": "PM03.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 1.527778
                },
                {
                  "id": "PM03.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.055556
                },
                {
                  "id": "PM03.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较同一来源的版本日期并提示适用范围冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 3.442241
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查会改变产品判断的关键版本与地域适用情况。；只计超出常规检查的返工。",
                  "minutes": 1.680556
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。日期、地域与来源版本可回源核验，区别于开放因果判断。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 11.25,
              "totalMinutes": 61.731809,
              "parts": [
                0,
                58.293414,
                3.438395,
                0
              ],
              "budgetLow": 56.621289999999995,
              "budgetHigh": 65.13882100000001,
              "humanActivities": [
                {
                  "id": "PM03.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 7.30659
                },
                {
                  "id": "PM03.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.308023
                },
                {
                  "id": "PM03.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 0.429799
                },
                {
                  "id": "PM03.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.289398
                },
                {
                  "id": "PM03.04.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 28.959604
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。；只计超出常规检查的返工。",
                  "minutes": 3.438395
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 21.315759,
              "parts": [
                0,
                20.620572,
                0.695187,
                0
              ],
              "budgetLow": 18.253259,
              "budgetHigh": 25.143884,
              "humanActivities": [
                {
                  "id": "PM03.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 3.475936
                },
                {
                  "id": "PM03.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.171123
                },
                {
                  "id": "PM03.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 2.780749
                },
                {
                  "id": "PM03.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.302139
                },
                {
                  "id": "PM03.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定版式生成引用清单、比较表和限制段落；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 6.890625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。；只计超出常规检查的返工。",
                  "minutes": 0.695187
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM03",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 104.844639
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 4.564257
              }
            ]
          },
          "children": [
            {
              "unitId": "PM03.01",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 19.25,
              "totalMinutes": 11.611868,
              "parts": [
                0,
                11.353565,
                0.258303,
                0
              ],
              "budgetLow": 10.641278999999999,
              "budgetHigh": 13.067749999999998,
              "humanActivities": [
                {
                  "id": "PM03.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 3.616236
                },
                {
                  "id": "PM03.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.841328
                },
                {
                  "id": "PM03.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 0.516605
                },
                {
                  "id": "PM03.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.387454
                },
                {
                  "id": "PM03.01.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.808118
                },
                {
                  "id": "PM03.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将研究问题拆成来源类别和检索字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 2.183824
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。；只计超出常规检查的返工。",
                  "minutes": 0.258303
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM03.02",
              "scenarioId": "rsi",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 63.0,
              "totalMinutes": 9.33667,
              "parts": [
                0,
                8.702612,
                0.634058,
                0
              ],
              "budgetLow": 8.659697,
              "budgetHigh": 10.787328,
              "humanActivities": [
                {
                  "id": "PM03.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 1.141304
                },
                {
                  "id": "PM03.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.014493
                },
                {
                  "id": "PM03.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 2.789855
                },
                {
                  "id": "PM03.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.789855
                },
                {
                  "id": "PM03.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在指定来源中查找事实片段并抽取来源元数据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 0.967105
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。；只计超出常规检查的返工。",
                  "minutes": 0.634058
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.03",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 49.5,
              "totalMinutes": 14.205706999999999,
              "parts": [
                0,
                13.170760999999999,
                1.034946,
                0
              ],
              "budgetLow": 13.162249,
              "budgetHigh": 16.441689,
              "humanActivities": [
                {
                  "id": "PM03.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 2.069892
                },
                {
                  "id": "PM03.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.583333
                },
                {
                  "id": "PM03.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 1.626344
                },
                {
                  "id": "PM03.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.400538
                },
                {
                  "id": "PM03.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较同一来源的版本日期并提示适用范围冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 1.490654
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查会改变产品判断的关键版本与地域适用情况。；只计超出常规检查的返工。",
                  "minutes": 1.034946
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。日期、地域与来源版本可回源核验，区别于开放因果判断。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.04",
              "scenarioId": "rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 15.0,
              "totalMinutes": 57.71588799999999,
              "parts": [
                0,
                55.411418999999995,
                2.304469,
                0
              ],
              "budgetLow": 50.828815,
              "budgetHigh": 62.881192999999996,
              "humanActivities": [
                {
                  "id": "PM03.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 6.284916
                },
                {
                  "id": "PM03.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 19.797486
                },
                {
                  "id": "PM03.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 0.418994
                },
                {
                  "id": "PM03.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.361732
                },
                {
                  "id": "PM03.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 27.548291
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。；只计超出常规检查的返工。",
                  "minutes": 2.304469
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.05",
              "scenarioId": "rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 42.25,
              "totalMinutes": 16.538763,
              "parts": [
                0,
                16.206281999999998,
                0.332481,
                0
              ],
              "budgetLow": 13.737658,
              "budgetHigh": 20.040144,
              "humanActivities": [
                {
                  "id": "PM03.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 2.327366
                },
                {
                  "id": "PM03.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.826087
                },
                {
                  "id": "PM03.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 2.826087
                },
                {
                  "id": "PM03.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.324808
                },
                {
                  "id": "PM03.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定版式生成引用清单、比较表和限制段落；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 4.901934
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。；只计超出常规检查的返工。",
                  "minutes": 0.332481
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM03",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 24.411927
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 0.912852
              }
            ]
          },
          "children": [
            {
              "unitId": "PM03.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 2.713153,
              "parts": [
                0,
                2.661492,
                0.051661,
                0
              ],
              "budgetLow": 2.3249180000000003,
              "budgetHigh": 3.683741,
              "humanActivities": [
                {
                  "id": "PM03.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 0.723247
                },
                {
                  "id": "PM03.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.710332
                },
                {
                  "id": "PM03.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 0.103321
                },
                {
                  "id": "PM03.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项检索与问题相关；排除来源有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.096863
                },
                {
                  "id": "PM03.01.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.542435
                },
                {
                  "id": "PM03.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将研究问题拆成来源类别和检索字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。",
                  "minutes": 0.485294
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认产品问题、地域和研究日期，不扩展到未获授权的数据源。；只计超出常规检查的返工。",
                  "minutes": 0.051661
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM03.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 68.6,
              "totalMinutes": 2.057552,
              "parts": [
                0,
                1.93074,
                0.126812,
                0
              ],
              "budgetLow": 1.8641309999999998,
              "budgetHigh": 2.347684,
              "humanActivities": [
                {
                  "id": "PM03.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 0.228261
                },
                {
                  "id": "PM03.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.253623
                },
                {
                  "id": "PM03.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 0.557971
                },
                {
                  "id": "PM03.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：摘录可在原始资料中定位；观点、事实和推测分栏。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.697464
                },
                {
                  "id": "PM03.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在指定来源中查找事实片段并抽取来源元数据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。",
                  "minutes": 0.193421
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者只提供实际可访问的原始材料，不以搜索摘要替代正文。；只计超出常规检查的返工。",
                  "minutes": 0.126812
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 53.9,
              "totalMinutes": 3.2403340000000003,
              "parts": [
                0,
                3.033345,
                0.206989,
                0
              ],
              "budgetLow": 2.942203,
              "budgetHigh": 3.68753,
              "humanActivities": [
                {
                  "id": "PM03.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 0.413978
                },
                {
                  "id": "PM03.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.145833
                },
                {
                  "id": "PM03.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 0.325269
                },
                {
                  "id": "PM03.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：同一事实引用适用的日期/地域版本；无法确认的版本状态保持未知。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.850134
                },
                {
                  "id": "PM03.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较同一来源的版本日期并提示适用范围冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查会改变产品判断的关键版本与地域适用情况。",
                  "minutes": 0.298131
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查会改变产品判断的关键版本与地域适用情况。；只计超出常规检查的返工。",
                  "minutes": 0.206989
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。日期、地域与来源版本可回源核验，区别于开放因果判断。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 60.0,
              "totalMinutes": 13.978554,
              "parts": [
                0,
                13.517660000000001,
                0.460894,
                0
              ],
              "budgetLow": 8.813249,
              "budgetHigh": 20.865627,
              "humanActivities": [
                {
                  "id": "PM03.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 1.256983
                },
                {
                  "id": "PM03.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.949372
                },
                {
                  "id": "PM03.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。",
                  "minutes": 0.083799
                },
                {
                  "id": "PM03.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：产品推论明确标为推论；规则解释和不确定项有对应专业审查人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.340433
                },
                {
                  "id": "PM03.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 6.887073
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差异会影响产品范围，并将正式规则解释交给专业人员。；只计超出常规检查的返工。",
                  "minutes": 0.460894
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM03.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 61.75,
              "totalMinutes": 3.3351859999999998,
              "parts": [
                0,
                3.26869,
                0.066496,
                0
              ],
              "budgetLow": 2.774965,
              "budgetHigh": 4.735739,
              "humanActivities": [
                {
                  "id": "PM03.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 0.465473
                },
                {
                  "id": "PM03.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.706522
                },
                {
                  "id": "PM03.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 0.565217
                },
                {
                  "id": "PM03.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：简报中的每条关键事实都可回查；专业意见状态和未解决项没有被弱化。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.831202
                },
                {
                  "id": "PM03.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定版式生成引用清单、比较表和限制段落；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。",
                  "minutes": 0.700276
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM03.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定简报中的产品含义层级并标明正式审查尚未完成之处。；只计超出常规检查的返工。",
                  "minutes": 0.066496
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        }
      ]
    },
    "PM04": {
      "task": {
        "taskId": "PM04",
        "title": "界定用户问题、目标客群与价值假设",
        "baselineMinutes": 360,
        "workload": "一份合成问题定义：输入60条反馈、10条行为观察和1份业务背景，输出1个问题陈述及候选解释。",
        "inputState": "证据包已授权并保留出处；业务目标、现有替代方式、样本字段和事实/假设模板已给定；尚未决定由哪个问题解释材料。",
        "output": "区分事实与推断、明确目标人群和边界、列替代解释及反证条件的问题定义。",
        "qualityGate": [
          "事实、推断和未知分开，目标人群与排除情形有证据。",
          "首选解释可被证伪，并保留能改变结论的替代解释。",
          "问题陈述不偷渡解决方案或未经证实的根因。"
        ],
        "scopeExclusions": [
          "不决定优先级、投资规模或模型方案。",
          "不把反馈频数直接换算成总体需求或因果影响。"
        ],
        "sourceIds": [
          "EMP-DELLACQUA-BCG-2026",
          "EMP-PMEVAL-2026",
          "FR-GDPVAL"
        ],
        "subtasks": [
          {
            "id": "PM04.01",
            "title": "拆分可观察事实与推断",
            "baselineMinutes": 40,
            "output": "关联来源的事实、未知和推断三栏表。",
            "acceptance": "事实可回到输入；意见、转述和推断没有标成已观察事实。",
            "mechanism": "extract",
            "aiOpportunity": "可按既定证据模板抽取表述并提示来源断点。",
            "humanActivity": "PM确认事实分类规则适用于该批材料。",
            "nonUseCondition": "主要材料为无法定位原始出处的口头转述时，不把转述统一归为直接观察。"
          },
          {
            "id": "PM04.02",
            "title": "比较目标人群与样本缺口",
            "baselineMinutes": 55,
            "output": "带分群字段、分母和未覆盖群体的影响表。",
            "acceptance": "分群依据来自输入字段或显式假设；分母和样本缺口可见。",
            "mechanism": "execute",
            "aiOpportunity": "可按给定字段汇总反馈与行为样本的分布。",
            "humanActivity": "PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
            "nonUseCondition": "关键分群属性缺失或样本无法与该属性对齐时，不输出群体差异结论。"
          },
          {
            "id": "PM04.03",
            "title": "生成可区分的替代解释",
            "baselineMinutes": 75,
            "output": "至少两个有依据或标明待验证的解释候选。",
            "acceptance": "解释之间存在可观察差异；包含能削弱首选解释的方向。",
            "mechanism": "generate",
            "aiOpportunity": "可从产品、流程、预期差异和数据质量提出候选解释。",
            "humanActivity": "PM筛掉同义改写和无材料支持的用户动机归因。",
            "nonUseCondition": "输入只含一个结果描述且没有过程/对照信息时，不生成确定根因表述。"
          },
          {
            "id": "PM04.04",
            "title": "核查因果前提与反证",
            "baselineMinutes": 85,
            "output": "前提、替代原因、反例和证据缺口清单。",
            "acceptance": "相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。",
            "mechanism": "verify",
            "aiOpportunity": "可把解释拆成前提并搜索材料中的相反证据。",
            "humanActivity": "PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
            "nonUseCondition": "观察数据缺少时间顺序或对照而结论需要因果关系时，不接受因果措辞。"
          },
          {
            "id": "PM04.05",
            "title": "裁定问题边界与可证伪假设",
            "baselineMinutes": 105,
            "output": "有目标客群、非目标、证据等级和反证条件的问题陈述。",
            "acceptance": "问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。",
            "mechanism": "judge",
            "aiOpportunity": "可综合事实、解释和验证候选，展示结论对不同假设的依赖。",
            "humanActivity": "PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
            "nonUseCondition": "候选解释无法由可获得的观察或调查区分时，不把其中一个写成已确认问题。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM04",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 215.666959
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 30.468473
              }
            ]
          },
          "children": [
            {
              "unitId": "PM04.01",
              "scenarioId": "agent",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 20.0,
              "totalMinutes": 12.211186,
              "parts": [
                0,
                11.506961,
                0.704225,
                0
              ],
              "budgetLow": 11.378817,
              "budgetHigh": 13.321012999999999,
              "humanActivities": [
                {
                  "id": "PM04.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.830986
                },
                {
                  "id": "PM04.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.521127
                },
                {
                  "id": "PM04.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.267606
                },
                {
                  "id": "PM04.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.112676
                },
                {
                  "id": "PM04.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定证据模板抽取表述并提示来源断点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认事实分类规则适用于该批材料。",
                  "minutes": 2.774566
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认事实分类规则适用于该批材料。；只计超出常规检查的返工。",
                  "minutes": 0.704225
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.02",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 2.75,
              "totalMinutes": 21.986785,
              "parts": [
                0,
                20.840952,
                1.145833,
                0
              ],
              "budgetLow": 21.154216,
              "budgetHigh": 22.403069,
              "humanActivities": [
                {
                  "id": "PM04.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 3.110119
                },
                {
                  "id": "PM04.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.238095
                },
                {
                  "id": "PM04.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 1.636905
                },
                {
                  "id": "PM04.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.946429
                },
                {
                  "id": "PM04.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定字段汇总反馈与行为样本的分布；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 7.909404
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。；只计超出常规检查的返工。",
                  "minutes": 1.145833
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。证据缺口影响研究设计，不因原标签execute就视作纯机械操作。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.03",
              "scenarioId": "agent",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 18.75,
              "totalMinutes": 42.082248,
              "parts": [
                0,
                36.627703,
                5.454545,
                0
              ],
              "budgetLow": 39.052162,
              "budgetHigh": 45.112334000000004,
              "humanActivities": [
                {
                  "id": "PM04.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 3.920455
                },
                {
                  "id": "PM04.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.125
                },
                {
                  "id": "PM04.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 1.022727
                },
                {
                  "id": "PM04.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.409091
                },
                {
                  "id": "PM04.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从产品、流程、预期差异和数据质量提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 15.15043
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛掉同义改写和无材料支持的用户动机归因。；只计超出常规检查的返工。",
                  "minutes": 5.454545
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.04",
              "scenarioId": "agent",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 21.25,
              "totalMinutes": 68.230165,
              "parts": [
                0,
                58.105511,
                10.124654,
                0
              ],
              "budgetLow": 62.966404,
              "budgetHigh": 73.493927,
              "humanActivities": [
                {
                  "id": "PM04.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 8.00554
                },
                {
                  "id": "PM04.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.955679
                },
                {
                  "id": "PM04.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 0.706371
                },
                {
                  "id": "PM04.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.119114
                },
                {
                  "id": "PM04.04.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把解释拆成前提并搜索材料中的相反证据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 26.318807
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核查影响首选解释的时间顺序、混杂因素和关键反例。；只计超出常规检查的返工。",
                  "minutes": 10.124654
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM04.05",
              "scenarioId": "agent",
              "baselineMinutes": 105.0,
              "eligibleMinutes": 105.0,
              "adoptedMinutes": 105.0,
              "delegatedMinutes": 5.25,
              "totalMinutes": 101.625048,
              "parts": [
                0,
                88.58583200000001,
                13.039216,
                0
              ],
              "budgetLow": 96.677933,
              "budgetHigh": 104.098606,
              "humanActivities": [
                {
                  "id": "PM04.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 9.607843
                },
                {
                  "id": "PM04.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 30.058824
                },
                {
                  "id": "PM04.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 0.27451
                },
                {
                  "id": "PM04.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.647059
                },
                {
                  "id": "PM04.05.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。Agent定位已授权研发/设计记录减少证据搬运；优先级和风险取舍仍由PM判断。",
                  "minutes": 46.997596
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。；只计超出常规检查的返工。",
                  "minutes": 13.039216
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=105.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM04",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 251.290736
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 29.72754
              }
            ]
          },
          "children": [
            {
              "unitId": "PM04.01",
              "scenarioId": "current",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 14.0,
              "totalMinutes": 14.734582,
              "parts": [
                0,
                13.982702,
                0.75188,
                0
              ],
              "budgetLow": 13.53227,
              "budgetHigh": 15.936895,
              "humanActivities": [
                {
                  "id": "PM04.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 3.007519
                },
                {
                  "id": "PM04.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.609023
                },
                {
                  "id": "PM04.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.503759
                },
                {
                  "id": "PM04.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.954887
                },
                {
                  "id": "PM04.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定证据模板抽取表述并提示来源断点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认事实分类规则适用于该批材料。",
                  "minutes": 3.907514
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认事实分类规则适用于该批材料。；只计超出常规检查的返工。",
                  "minutes": 0.75188
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.02",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 1.65,
              "totalMinutes": 25.240177999999997,
              "parts": [
                0,
                24.044525999999998,
                1.195652,
                0
              ],
              "budgetLow": 24.589722,
              "budgetHigh": 25.518945,
              "humanActivities": [
                {
                  "id": "PM04.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 4.611801
                },
                {
                  "id": "PM04.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.636646
                },
                {
                  "id": "PM04.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 2.220497
                },
                {
                  "id": "PM04.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.562112
                },
                {
                  "id": "PM04.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定字段汇总反馈与行为样本的分布；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 9.01347
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。；只计超出常规检查的返工。",
                  "minutes": 1.195652
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。证据缺口影响研究设计，不因原标签execute就视作纯机械操作。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.03",
              "scenarioId": "current",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 11.25,
              "totalMinutes": 48.30877,
              "parts": [
                0,
                42.799291000000004,
                5.509479,
                0
              ],
              "budgetLow": 44.927267,
              "budgetHigh": 50.563105,
              "humanActivities": [
                {
                  "id": "PM04.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 5.864929
                },
                {
                  "id": "PM04.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.507109
                },
                {
                  "id": "PM04.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 1.244076
                },
                {
                  "id": "PM04.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.021327
                },
                {
                  "id": "PM04.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从产品、流程、预期差异和数据质量提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 19.16185
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛掉同义改写和无材料支持的用户动机归因。；只计超出常规检查的返工。",
                  "minutes": 5.509479
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.04",
              "scenarioId": "current",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 12.75,
              "totalMinutes": 78.368832,
              "parts": [
                0,
                68.626712,
                9.74212,
                0
              ],
              "budgetLow": 72.490328,
              "budgetHigh": 82.287836,
              "humanActivities": [
                {
                  "id": "PM04.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 11.203438
                },
                {
                  "id": "PM04.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 21.189112
                },
                {
                  "id": "PM04.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 0.974212
                },
                {
                  "id": "PM04.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.948424
                },
                {
                  "id": "PM04.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把解释拆成前提并搜索材料中的相反证据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 33.311526
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核查影响首选解释的时间顺序、混杂因素和关键反例。；只计超出常规检查的返工。",
                  "minutes": 9.74212
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM04.05",
              "scenarioId": "current",
              "baselineMinutes": 105.0,
              "eligibleMinutes": 105.0,
              "adoptedMinutes": 105.0,
              "delegatedMinutes": 3.15,
              "totalMinutes": 114.36591399999999,
              "parts": [
                0,
                101.837505,
                12.528409,
                0
              ],
              "budgetLow": 110.31036599999999,
              "budgetHigh": 116.104006,
              "humanActivities": [
                {
                  "id": "PM04.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 13.274148
                },
                {
                  "id": "PM04.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 30.276989
                },
                {
                  "id": "PM04.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 0.745739
                },
                {
                  "id": "PM04.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.34233
                },
                {
                  "id": "PM04.05.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 56.198299
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。；只计超出常规检查的返工。",
                  "minutes": 12.528409
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=105.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM04",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 200.797577
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 20.7977
              }
            ]
          },
          "children": [
            {
              "unitId": "PM04.01",
              "scenarioId": "harness",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 26.0,
              "totalMinutes": 7.397435,
              "parts": [
                0,
                6.977855,
                0.41958,
                0
              ],
              "budgetLow": 6.624708,
              "budgetHigh": 8.427738,
              "humanActivities": [
                {
                  "id": "PM04.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.398601
                },
                {
                  "id": "PM04.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.979021
                },
                {
                  "id": "PM04.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.678322
                },
                {
                  "id": "PM04.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.118881
                },
                {
                  "id": "PM04.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定证据模板抽取表述并提示来源断点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.80303
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认事实分类规则适用于该批材料。；只计超出常规检查的返工。",
                  "minutes": 0.41958
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.02",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 4.4,
              "totalMinutes": 15.926891000000001,
              "parts": [
                0,
                15.29832,
                0.628571,
                0
              ],
              "budgetLow": 14.956303000000002,
              "budgetHigh": 16.412186000000002,
              "humanActivities": [
                {
                  "id": "PM04.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 2.357143
                },
                {
                  "id": "PM04.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.414286
                },
                {
                  "id": "PM04.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 2.514286
                },
                {
                  "id": "PM04.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.571429
                },
                {
                  "id": "PM04.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定字段汇总反馈与行为样本的分布；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 7.441176
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。；只计超出常规检查的返工。",
                  "minutes": 0.628571
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。证据缺口影响研究设计，不因原标签execute就视作纯机械操作。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.03",
              "scenarioId": "harness",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 26.25,
              "totalMinutes": 36.174844,
              "parts": [
                0,
                32.572224,
                3.60262,
                0
              ],
              "budgetLow": 32.928416,
              "budgetHigh": 40.503416,
              "humanActivities": [
                {
                  "id": "PM04.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 3.930131
                },
                {
                  "id": "PM04.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 10.316594
                },
                {
                  "id": "PM04.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 1.146288
                },
                {
                  "id": "PM04.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.111354
                },
                {
                  "id": "PM04.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从产品、流程、预期差异和数据质量提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 14.067857
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛掉同义改写和无材料支持的用户动机归因。；只计超出常规检查的返工。",
                  "minutes": 3.60262
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.04",
              "scenarioId": "harness",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 34.0,
              "totalMinutes": 59.739238,
              "parts": [
                0,
                52.768339,
                6.970899,
                0
              ],
              "budgetLow": 53.967788,
              "budgetHigh": 67.434504,
              "humanActivities": [
                {
                  "id": "PM04.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 7.645503
                },
                {
                  "id": "PM04.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 18.888889
                },
                {
                  "id": "PM04.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 0.899471
                },
                {
                  "id": "PM04.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.248677
                },
                {
                  "id": "PM04.04.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把解释拆成前提并搜索材料中的相反证据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 23.085799
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核查影响首选解释的时间顺序、混杂因素和关键反例。；只计超出常规检查的返工。",
                  "minutes": 6.970899
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM04.05",
              "scenarioId": "harness",
              "baselineMinutes": 105.0,
              "eligibleMinutes": 105.0,
              "adoptedMinutes": 105.0,
              "delegatedMinutes": 8.4,
              "totalMinutes": 102.35686899999999,
              "parts": [
                0,
                93.18083899999999,
                9.17603,
                0
              ],
              "budgetLow": 95.46909,
              "budgetHigh": 105.800759,
              "humanActivities": [
                {
                  "id": "PM04.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 9.700375
                },
                {
                  "id": "PM04.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 28.838951
                },
                {
                  "id": "PM04.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 0.393258
                },
                {
                  "id": "PM04.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.441948
                },
                {
                  "id": "PM04.05.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 52.806307
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。；只计超出常规检查的返工。",
                  "minutes": 9.17603
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=105.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM04",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 183.99932
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 14.306816
              }
            ]
          },
          "children": [
            {
              "unitId": "PM04.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 32.0,
              "totalMinutes": 5.381381999999999,
              "parts": [
                0,
                5.112022,
                0.26936,
                0
              ],
              "budgetLow": 4.912913,
              "budgetHigh": 6.318319,
              "humanActivities": [
                {
                  "id": "PM04.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 0.942761
                },
                {
                  "id": "PM04.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.538721
                },
                {
                  "id": "PM04.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.750842
                },
                {
                  "id": "PM04.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.942761
                },
                {
                  "id": "PM04.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定证据模板抽取表述并提示来源断点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认事实分类规则适用于该批材料。",
                  "minutes": 0.936937
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认事实分类规则适用于该批材料。；只计超出常规检查的返工。",
                  "minutes": 0.26936
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 5.5,
              "totalMinutes": 12.781506,
              "parts": [
                0,
                12.331915,
                0.449591,
                0
              ],
              "budgetLow": 11.750256,
              "budgetHigh": 13.262756,
              "humanActivities": [
                {
                  "id": "PM04.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 1.498638
                },
                {
                  "id": "PM04.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.899183
                },
                {
                  "id": "PM04.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 2.39782
                },
                {
                  "id": "PM04.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.348774
                },
                {
                  "id": "PM04.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定字段汇总反馈与行为样本的分布；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 6.1875
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。；只计超出常规检查的返工。",
                  "minutes": 0.449591
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。证据缺口影响研究设计，不因原标签execute就视作纯机械操作。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 33.75,
              "totalMinutes": 31.429577,
              "parts": [
                0,
                28.892578999999998,
                2.536998,
                0
              ],
              "budgetLow": 27.208021,
              "budgetHigh": 35.651134,
              "humanActivities": [
                {
                  "id": "PM04.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 3.012685
                },
                {
                  "id": "PM04.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.196617
                },
                {
                  "id": "PM04.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 1.268499
                },
                {
                  "id": "PM04.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.805497
                },
                {
                  "id": "PM04.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从产品、流程、预期差异和数据质量提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 11.609281
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛掉同义改写和无材料支持的用户动机归因。；只计超出常规检查的返工。",
                  "minutes": 2.536998
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 42.5,
              "totalMinutes": 52.165399,
              "parts": [
                0,
                47.407129,
                4.75827,
                0
              ],
              "budgetLow": 44.535881,
              "budgetHigh": 61.702297,
              "humanActivities": [
                {
                  "id": "PM04.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 6.48855
                },
                {
                  "id": "PM04.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.519084
                },
                {
                  "id": "PM04.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 1.081425
                },
                {
                  "id": "PM04.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.244275
                },
                {
                  "id": "PM04.04.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把解释拆成前提并搜索材料中的相反证据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 19.073795
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核查影响首选解释的时间顺序、混杂因素和关键反例。；只计超出常规检查的返工。",
                  "minutes": 4.75827
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM04.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 105.0,
              "eligibleMinutes": 105.0,
              "adoptedMinutes": 105.0,
              "delegatedMinutes": 10.5,
              "totalMinutes": 96.548272,
              "parts": [
                0,
                90.255675,
                6.292597,
                0
              ],
              "budgetLow": 88.003897,
              "budgetHigh": 100.535647,
              "humanActivities": [
                {
                  "id": "PM04.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 8.143361
                },
                {
                  "id": "PM04.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 28.625147
                },
                {
                  "id": "PM04.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 0.370153
                },
                {
                  "id": "PM04.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.850764
                },
                {
                  "id": "PM04.05.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 51.26625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。；只计超出常规检查的返工。",
                  "minutes": 6.292597
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=105.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM04",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 175.172671
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 15.334214
              }
            ]
          },
          "children": [
            {
              "unitId": "PM04.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 31.2,
              "totalMinutes": 6.574154999999999,
              "parts": [
                0,
                6.168749999999999,
                0.405405,
                0
              ],
              "budgetLow": 5.936655,
              "budgetHigh": 7.530405,
              "humanActivities": [
                {
                  "id": "PM04.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.216216
                },
                {
                  "id": "PM04.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.945946
                },
                {
                  "id": "PM04.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.621622
                },
                {
                  "id": "PM04.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.216216
                },
                {
                  "id": "PM04.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定证据模板抽取表述并提示来源断点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.16875
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认事实分类规则适用于该批材料。；只计超出常规检查的返工。",
                  "minutes": 0.405405
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 8.25,
              "totalMinutes": 14.522974999999999,
              "parts": [
                0,
                13.910162,
                0.612813,
                0
              ],
              "budgetLow": 13.365963,
              "budgetHigh": 15.294317,
              "humanActivities": [
                {
                  "id": "PM04.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 1.991643
                },
                {
                  "id": "PM04.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.37883
                },
                {
                  "id": "PM04.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 2.29805
                },
                {
                  "id": "PM04.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.685237
                },
                {
                  "id": "PM04.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定字段汇总反馈与行为样本的分布；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 6.556402
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。；只计超出常规检查的返工。",
                  "minutes": 0.612813
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。证据缺口影响研究设计，不因原标签execute就视作纯机械操作。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 41.25,
              "totalMinutes": 29.730287,
              "parts": [
                0,
                26.958213,
                2.772074,
                0
              ],
              "budgetLow": 25.757073000000002,
              "budgetHigh": 34.696805,
              "humanActivities": [
                {
                  "id": "PM04.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 3.080082
                },
                {
                  "id": "PM04.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.394251
                },
                {
                  "id": "PM04.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 1.386037
                },
                {
                  "id": "PM04.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.158111
                },
                {
                  "id": "PM04.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从产品、流程、预期差异和数据质量提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 8.939732
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛掉同义改写和无材料支持的用户动机归因。；只计超出常规检查的返工。",
                  "minutes": 2.772074
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 46.75,
              "totalMinutes": 49.452301,
              "parts": [
                0,
                44.500845,
                4.951456,
                0
              ],
              "budgetLow": 42.419563,
              "budgetHigh": 58.243223,
              "humanActivities": [
                {
                  "id": "PM04.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 6.395631
                },
                {
                  "id": "PM04.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.123786
                },
                {
                  "id": "PM04.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 1.237864
                },
                {
                  "id": "PM04.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.919903
                },
                {
                  "id": "PM04.04.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把解释拆成前提并搜索材料中的相反证据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 15.823661
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核查影响首选解释的时间顺序、混杂因素和关键反例。；只计超出常规检查的返工。",
                  "minutes": 4.951456
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM04.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 105.0,
              "eligibleMinutes": 105.0,
              "adoptedMinutes": 105.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 90.22716700000001,
              "parts": [
                0,
                83.634701,
                6.592466,
                0
              ],
              "budgetLow": 82.342599,
              "budgetHigh": 95.483546,
              "humanActivities": [
                {
                  "id": "PM04.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 7.791096
                },
                {
                  "id": "PM04.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 28.767123
                },
                {
                  "id": "PM04.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 0.599315
                },
                {
                  "id": "PM04.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.797945
                },
                {
                  "id": "PM04.05.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 44.679222
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。；只计超出常规检查的返工。",
                  "minutes": 6.592466
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=105.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM04",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 158.664075
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 10.038619
              }
            ]
          },
          "children": [
            {
              "unitId": "PM04.01",
              "scenarioId": "rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 36.0,
              "totalMinutes": 4.702382,
              "parts": [
                0,
                4.442642,
                0.25974,
                0
              ],
              "budgetLow": 4.410715,
              "budgetHigh": 5.327382,
              "humanActivities": [
                {
                  "id": "PM04.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 0.779221
                },
                {
                  "id": "PM04.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.519481
                },
                {
                  "id": "PM04.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 1.688312
                },
                {
                  "id": "PM04.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.038961
                },
                {
                  "id": "PM04.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定证据模板抽取表述并提示来源断点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认事实分类规则适用于该批材料。",
                  "minutes": 0.416667
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认事实分类规则适用于该批材料。；只计超出常规检查的返工。",
                  "minutes": 0.25974
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.02",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 11.0,
              "totalMinutes": 11.407321,
              "parts": [
                0,
                11.115544,
                0.291777,
                0
              ],
              "budgetLow": 10.087321,
              "budgetHigh": 12.397321,
              "humanActivities": [
                {
                  "id": "PM04.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 1.167109
                },
                {
                  "id": "PM04.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.729443
                },
                {
                  "id": "PM04.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 2.480106
                },
                {
                  "id": "PM04.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.458886
                },
                {
                  "id": "PM04.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定字段汇总反馈与行为样本的分布；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 5.28
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。；只计超出常规检查的返工。",
                  "minutes": 0.291777
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。证据缺口影响研究设计，不因原标签execute就视作纯机械操作。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.03",
              "scenarioId": "rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 48.75,
              "totalMinutes": 25.464795,
              "parts": [
                0,
                23.675531,
                1.789264,
                0
              ],
              "budgetLow": 21.563867,
              "budgetHigh": 30.340956,
              "humanActivities": [
                {
                  "id": "PM04.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 2.534791
                },
                {
                  "id": "PM04.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.349901
                },
                {
                  "id": "PM04.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 1.341948
                },
                {
                  "id": "PM04.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.622266
                },
                {
                  "id": "PM04.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从产品、流程、预期差异和数据质量提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 6.826625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛掉同义改写和无材料支持的用户动机归因。；只计超出常规检查的返工。",
                  "minutes": 1.789264
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.04",
              "scenarioId": "rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 55.25,
              "totalMinutes": 42.852252,
              "parts": [
                0,
                39.51507,
                3.337182,
                0
              ],
              "budgetLow": 35.752252,
              "budgetHigh": 53.502252,
              "humanActivities": [
                {
                  "id": "PM04.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 5.103926
                },
                {
                  "id": "PM04.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.293303
                },
                {
                  "id": "PM04.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 1.374134
                },
                {
                  "id": "PM04.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.318707
                },
                {
                  "id": "PM04.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把解释拆成前提并搜索材料中的相反证据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 12.425
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核查影响首选解释的时间顺序、混杂因素和关键反例。；只计超出常规检查的返工。",
                  "minutes": 3.337182
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM04.05",
              "scenarioId": "rsi",
              "baselineMinutes": 105.0,
              "eligibleMinutes": 105.0,
              "adoptedMinutes": 105.0,
              "delegatedMinutes": 21.0,
              "totalMinutes": 84.27594400000001,
              "parts": [
                0,
                79.915288,
                4.360656,
                0
              ],
              "budgetLow": 73.678269,
              "budgetHigh": 92.224199,
              "humanActivities": [
                {
                  "id": "PM04.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 6.770492
                },
                {
                  "id": "PM04.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 28.459016
                },
                {
                  "id": "PM04.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 0.459016
                },
                {
                  "id": "PM04.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.836066
                },
                {
                  "id": "PM04.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 42.390698
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。；只计超出常规检查的返工。",
                  "minutes": 4.360656
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=105.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM04",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 36.397556
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 2.007723
              }
            ]
          },
          "children": [
            {
              "unitId": "PM04.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 39.2,
              "totalMinutes": 1.0183970000000002,
              "parts": [
                0,
                0.9664490000000001,
                0.051948,
                0
              ],
              "budgetLow": 0.935064,
              "budgetHigh": 1.1433970000000002,
              "humanActivities": [
                {
                  "id": "PM04.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 0.155844
                },
                {
                  "id": "PM04.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.12987
                },
                {
                  "id": "PM04.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认事实分类规则适用于该批材料。",
                  "minutes": 0.337662
                },
                {
                  "id": "PM04.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：事实可回到输入；意见、转述和推断没有标成已观察事实。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.25974
                },
                {
                  "id": "PM04.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按既定证据模板抽取表述并提示来源断点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认事实分类规则适用于该批材料。",
                  "minutes": 0.083333
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认事实分类规则适用于该批材料。；只计超出常规检查的返工。",
                  "minutes": 0.051948
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 44.0,
              "totalMinutes": 2.6548800000000004,
              "parts": [
                0,
                2.596525,
                0.058355,
                0
              ],
              "budgetLow": 1.66488,
              "budgetHigh": 3.97488,
              "humanActivities": [
                {
                  "id": "PM04.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 0.233422
                },
                {
                  "id": "PM04.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.182361
                },
                {
                  "id": "PM04.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 0.496021
                },
                {
                  "id": "PM04.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：分群依据来自输入字段或显式假设；分母和样本缺口可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.364721
                },
                {
                  "id": "PM04.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定字段汇总反馈与行为样本的分布；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。",
                  "minutes": 1.32
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些现有分群与问题相关，保留资料无法支持的分群。；只计超出常规检查的返工。",
                  "minutes": 0.058355
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。证据缺口影响研究设计，不因原标签execute就视作纯机械操作。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 71.25,
              "totalMinutes": 5.351475000000001,
              "parts": [
                0,
                4.993622,
                0.357853,
                0
              ],
              "budgetLow": 4.571289,
              "budgetHigh": 7.30194,
              "humanActivities": [
                {
                  "id": "PM04.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 0.506958
                },
                {
                  "id": "PM04.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.087475
                },
                {
                  "id": "PM04.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 0.26839
                },
                {
                  "id": "PM04.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释之间存在可观察差异；包含能削弱首选解释的方向。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.155567
                },
                {
                  "id": "PM04.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从产品、流程、预期差异和数据质量提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛掉同义改写和无材料支持的用户动机归因。",
                  "minutes": 0.975232
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛掉同义改写和无材料支持的用户动机归因。；只计超出常规检查的返工。",
                  "minutes": 0.357853
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM04.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 80.75,
              "totalMinutes": 8.891051000000001,
              "parts": [
                0,
                8.223615,
                0.667436,
                0
              ],
              "budgetLow": 7.471051,
              "budgetHigh": 12.441051,
              "humanActivities": [
                {
                  "id": "PM04.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 1.020785
                },
                {
                  "id": "PM04.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.073326
                },
                {
                  "id": "PM04.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 0.274827
                },
                {
                  "id": "PM04.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相关变化与因果主张分开；缺分母、时间顺序或对照的地方清楚标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.079677
                },
                {
                  "id": "PM04.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把解释拆成前提并搜索材料中的相反证据；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核查影响首选解释的时间顺序、混杂因素和关键反例。",
                  "minutes": 1.775
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核查影响首选解释的时间顺序、混杂因素和关键反例。；只计超出常规检查的返工。",
                  "minutes": 0.667436
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM04.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 105.0,
              "eligibleMinutes": 105.0,
              "adoptedMinutes": 105.0,
              "delegatedMinutes": 84.0,
              "totalMinutes": 20.489476,
              "parts": [
                0,
                19.617345,
                0.872131,
                0
              ],
              "budgetLow": 12.541220999999998,
              "budgetHigh": 31.087151,
              "humanActivities": [
                {
                  "id": "PM04.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 1.354098
                },
                {
                  "id": "PM04.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.114754
                },
                {
                  "id": "PM04.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。",
                  "minutes": 0.091803
                },
                {
                  "id": "PM04.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：问题陈述与证据强度相符；调查结果能区分候选解释；争议保持未决状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.459016
                },
                {
                  "id": "PM04.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 10.597674
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM04.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择当前可支持的问题边界，并判断哪类反证足以改变定义。；只计超出常规检查的返工。",
                  "minutes": 0.872131
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=105.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        }
      ]
    },
    "PM05": {
      "task": {
        "taskId": "PM05",
        "title": "制定产品目标、策略与优先级取舍",
        "baselineMinutes": 420,
        "workload": "同一目标下比较3个候选方案与不做/延期选项；每项提供一组成本、收益、依赖和风险输入，输出1份候选建议。",
        "inputState": "问题、目标、约束、成本收益数据出处和比较模板已给定；关键利益冲突尚未自动排序，决策权人身份已知但未授权本任务批准资源。",
        "output": "按一致口径比较选项、成本、依赖、敏感假设和风险的候选取舍备忘录。",
        "qualityGate": [
          "包含不做或延期及非AI替代选项，数字标注来源和假设。",
          "显示关键假设变化可能造成的排序变化。",
          "建议、未决意见和批准状态区分清楚。"
        ],
        "scopeExclusions": [
          "不批准资源、对外承诺路线或替授权负责人做最终决定。",
          "不创建输入中没有的收益、成本、人员容量或概率。"
        ],
        "sourceIds": [
          "EMP-PG-CYBERNETIC-TEAMMATE-2026",
          "EMP-PMEVAL-2026",
          "FR-GDPVAL"
        ],
        "subtasks": [
          {
            "id": "PM05.01",
            "title": "整理目标、约束与比较口径",
            "baselineMinutes": 45,
            "output": "目标、指标、硬约束和冲突来源表。",
            "acceptance": "每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。",
            "mechanism": "extract",
            "aiOpportunity": "可从已批准材料抽取目标和约束并找出缺量纲项。",
            "humanActivity": "PM确认哪些目标和约束实际适用于本轮比较。",
            "nonUseCondition": "关键目标或预算约束仍无责任人确认时，不把它作为固定排序权重。"
          },
          {
            "id": "PM05.02",
            "title": "生成可比较的方案集合",
            "baselineMinutes": 65,
            "output": "包含不做、缩小范围及不同实现路径的选项表。",
            "acceptance": "所有方案按同一目标描述；至少保留输入要求的不做或延期选项。",
            "mechanism": "generate",
            "aiOpportunity": "可按固定约束提出不同路径并补齐统一描述字段。",
            "humanActivity": "PM筛选不符合已知约束的方案并指出方案遗漏。",
            "nonUseCondition": "输入没有授权探索的产品或技术路径时，不生成会被误读为承诺的新方向。"
          },
          {
            "id": "PM05.03",
            "title": "核算一致口径的成本与敏感性",
            "baselineMinutes": 75,
            "output": "标明来源/假设的成本收益表和排序变化点。",
            "acceptance": "相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。",
            "mechanism": "execute",
            "aiOpportunity": "可按给定公式批量计算情景并显示影响排序的临界输入。",
            "humanActivity": "分析者核对公式适用范围和数据来源，不手工重复机器计算。",
            "nonUseCondition": "方案缺少共同口径的关键成本项或收益数据时，不输出伪精确的总分排名。"
          },
          {
            "id": "PM05.04",
            "title": "裁定取舍并挑战首选方案",
            "baselineMinutes": 135,
            "output": "推荐、替代方案、放弃项和残余风险的论证草稿。",
            "acceptance": "推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。",
            "mechanism": "judge",
            "aiOpportunity": "可并列论点、提出反对理由并展示关键假设对推荐的影响。",
            "humanActivity": "PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
            "nonUseCondition": "目标权重属于尚未达成一致的组织取舍时，不自动用单一加权总分宣布胜出方案。"
          },
          {
            "id": "PM05.05",
            "title": "形成待决备忘录与批准交接",
            "baselineMinutes": 100,
            "output": "来源、建议、异议、未决条件和决策人明确的备忘录。",
            "acceptance": "每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。",
            "mechanism": "coordinate",
            "aiOpportunity": "可将比较结果整理为待决项、依据和复审触发条件。",
            "humanActivity": "PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
            "nonUseCondition": "决策人、资源批准边界或关键异议身份无法确认时，不将备忘录标为已完成决策。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM05",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 219.135794
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 26.551749
              }
            ]
          },
          "children": [
            {
              "unitId": "PM05.01",
              "scenarioId": "agent",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 22.5,
              "totalMinutes": 15.011768,
              "parts": [
                0,
                14.099606,
                0.912162,
                0
              ],
              "budgetLow": 14.020062000000001,
              "budgetHigh": 16.334043,
              "humanActivities": [
                {
                  "id": "PM05.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 3.192568
                },
                {
                  "id": "PM05.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.560811
                },
                {
                  "id": "PM05.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.216216
                },
                {
                  "id": "PM05.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.824324
                },
                {
                  "id": "PM05.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从已批准材料抽取目标和约束并找出缺量纲项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 3.305687
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认哪些目标和约束实际适用于本轮比较。；只计超出常规检查的返工。",
                  "minutes": 0.912162
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.02",
              "scenarioId": "agent",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 16.25,
              "totalMinutes": 32.095808,
              "parts": [
                0,
                29.172528,
                2.92328,
                0
              ],
              "budgetLow": 29.562890000000003,
              "budgetHigh": 34.628726,
              "humanActivities": [
                {
                  "id": "PM05.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 3.783069
                },
                {
                  "id": "PM05.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.597884
                },
                {
                  "id": "PM05.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 1.203704
                },
                {
                  "id": "PM05.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.92328
                },
                {
                  "id": "PM05.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定约束提出不同路径并补齐统一描述字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 12.664591
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛选不符合已知约束的方案并指出方案遗漏。；只计超出常规检查的返工。",
                  "minutes": 2.92328
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.03",
              "scenarioId": "agent",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 37.5,
              "totalMinutes": 16.440995,
              "parts": [
                0,
                15.355786,
                1.085209,
                0
              ],
              "budgetLow": 15.12606,
              "budgetHigh": 18.632552999999998,
              "humanActivities": [
                {
                  "id": "PM05.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 1.326367
                },
                {
                  "id": "PM05.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.773312
                },
                {
                  "id": "PM05.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 2.170418
                },
                {
                  "id": "PM05.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.702572
                },
                {
                  "id": "PM05.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定公式批量计算情景并显示影响排序的临界输入；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 4.383117
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者核对公式适用范围和数据来源，不手工重复机器计算。；只计超出常规检查的返工。",
                  "minutes": 1.085209
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–65%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM05.04",
              "scenarioId": "agent",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 6.75,
              "totalMinutes": 136.611149,
              "parts": [
                0,
                118.638588,
                17.972561,
                0
              ],
              "budgetLow": 129.65400599999998,
              "budgetHigh": 140.089721,
              "humanActivities": [
                {
                  "id": "PM05.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 11.661585
                },
                {
                  "id": "PM05.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 38.963415
                },
                {
                  "id": "PM05.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 0.27439
                },
                {
                  "id": "PM05.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.646341
                },
                {
                  "id": "PM05.04.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。来源与候选版本可以更快定位；路线决策/反证审查仍由PM做。",
                  "minutes": 66.092857
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。；只计超出常规检查的返工。",
                  "minutes": 17.972561
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.05",
              "scenarioId": "agent",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 25.0,
              "totalMinutes": 45.527823,
              "parts": [
                0,
                41.869285999999995,
                3.658537,
                0
              ],
              "budgetLow": 42.171388,
              "budgetHigh": 48.884259,
              "humanActivities": [
                {
                  "id": "PM05.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 4.529617
                },
                {
                  "id": "PM05.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 15.853659
                },
                {
                  "id": "PM05.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 0.696864
                },
                {
                  "id": "PM05.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.264808
                },
                {
                  "id": "PM05.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.74216
                },
                {
                  "id": "PM05.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将比较结果整理为待决项、依据和复审触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 16.782178
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。；只计超出常规检查的返工。",
                  "minutes": 3.658537
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM05",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 253.323668
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 25.875905
              }
            ]
          },
          "children": [
            {
              "unitId": "PM05.01",
              "scenarioId": "current",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 18.399617999999997,
              "parts": [
                0,
                17.428395,
                0.971223,
                0
              ],
              "budgetLow": 16.971732999999997,
              "budgetHigh": 19.827502999999997,
              "humanActivities": [
                {
                  "id": "PM05.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 4.856115
                },
                {
                  "id": "PM05.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.694245
                },
                {
                  "id": "PM05.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.618705
                },
                {
                  "id": "PM05.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.618705
                },
                {
                  "id": "PM05.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从已批准材料抽取目标和约束并找出缺量纲项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 4.640625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认哪些目标和约束实际适用于本轮比较。；只计超出常规检查的返工。",
                  "minutes": 0.971223
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.02",
              "scenarioId": "current",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 9.75,
              "totalMinutes": 37.852306,
              "parts": [
                0,
                34.97142,
                2.880886,
                0
              ],
              "budgetLow": 35.017199,
              "budgetHigh": 39.742377,
              "humanActivities": [
                {
                  "id": "PM05.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 5.581717
                },
                {
                  "id": "PM05.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.182825
                },
                {
                  "id": "PM05.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 1.620499
                },
                {
                  "id": "PM05.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.520776
                },
                {
                  "id": "PM05.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定约束提出不同路径并补齐统一描述字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 16.065603
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛选不符合已知约束的方案并指出方案遗漏。；只计超出常规检查的返工。",
                  "minutes": 2.880886
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.03",
              "scenarioId": "current",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 22.5,
              "totalMinutes": 20.749467,
              "parts": [
                0,
                19.581647,
                1.16782,
                0
              ],
              "budgetLow": 18.787928,
              "budgetHigh": 22.711005,
              "humanActivities": [
                {
                  "id": "PM05.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 2.33564
                },
                {
                  "id": "PM05.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.373702
                },
                {
                  "id": "PM05.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 2.854671
                },
                {
                  "id": "PM05.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.152249
                },
                {
                  "id": "PM05.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定公式批量计算情景并显示影响排序的临界输入；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 6.865385
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者核对公式适用范围和数据来源，不手工重复机器计算。；只计超出常规检查的返工。",
                  "minutes": 1.16782
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额30%，条件敏感性10–50%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM05.04",
              "scenarioId": "current",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 4.05,
              "totalMinutes": 148.364848,
              "parts": [
                0,
                131.064428,
                17.30042,
                0
              ],
              "budgetLow": 143.061381,
              "budgetHigh": 150.637763,
              "humanActivities": [
                {
                  "id": "PM05.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 16.165966
                },
                {
                  "id": "PM05.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 39.280462
                },
                {
                  "id": "PM05.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 0.709034
                },
                {
                  "id": "PM05.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.418067
                },
                {
                  "id": "PM05.04.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 73.490899
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。；只计超出常规检查的返工。",
                  "minutes": 17.30042
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.05",
              "scenarioId": "current",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 10.0,
              "totalMinutes": 53.833334,
              "parts": [
                0,
                50.277778,
                3.555556,
                0
              ],
              "budgetLow": 51.333334,
              "budgetHigh": 56.333334,
              "humanActivities": [
                {
                  "id": "PM05.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 6.666667
                },
                {
                  "id": "PM05.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 15.777778
                },
                {
                  "id": "PM05.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 0.888889
                },
                {
                  "id": "PM05.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.222222
                },
                {
                  "id": "PM05.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.222222
                },
                {
                  "id": "PM05.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将比较结果整理为待决项、依据和复审触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 22.5
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。；只计超出常规检查的返工。",
                  "minutes": 3.555556
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM05",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 198.368154
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 18.988848
              }
            ]
          },
          "children": [
            {
              "unitId": "PM05.01",
              "scenarioId": "harness",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 10.088904,
              "parts": [
                0,
                9.500669,
                0.588235,
                0
              ],
              "budgetLow": 9.16845,
              "budgetHigh": 11.316177,
              "humanActivities": [
                {
                  "id": "PM05.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 2.647059
                },
                {
                  "id": "PM05.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.617647
                },
                {
                  "id": "PM05.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.911765
                },
                {
                  "id": "PM05.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.176471
                },
                {
                  "id": "PM05.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从已批准材料抽取目标和约束并找出缺量纲项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 2.147727
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认哪些目标和约束实际适用于本轮比较。；只计超出常规检查的返工。",
                  "minutes": 0.588235
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.02",
              "scenarioId": "harness",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 28.348606,
              "parts": [
                0,
                26.368911,
                1.979695,
                0
              ],
              "budgetLow": 25.651798,
              "budgetHigh": 31.944350999999997,
              "humanActivities": [
                {
                  "id": "PM05.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 3.794416
                },
                {
                  "id": "PM05.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.763959
                },
                {
                  "id": "PM05.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 1.484772
                },
                {
                  "id": "PM05.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.639594
                },
                {
                  "id": "PM05.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定约束提出不同路径并补齐统一描述字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 11.68617
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛选不符合已知约束的方案并指出方案遗漏。；只计超出常规检查的返工。",
                  "minutes": 1.979695
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.03",
              "scenarioId": "harness",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 52.5,
              "totalMinutes": 8.760814,
              "parts": [
                0,
                8.16746,
                0.593354,
                0
              ],
              "budgetLow": 7.46585,
              "budgetHigh": 10.919087,
              "humanActivities": [
                {
                  "id": "PM05.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 0.712025
                },
                {
                  "id": "PM05.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.474684
                },
                {
                  "id": "PM05.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 2.848101
                },
                {
                  "id": "PM05.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.542722
                },
                {
                  "id": "PM05.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定公式批量计算情景并显示影响排序的临界输入；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 2.589928
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者核对公式适用范围和数据来源，不手工重复机器计算。；只计超出常规检查的返工。",
                  "minutes": 0.593354
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额70%，条件敏感性45–85%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM05.04",
              "scenarioId": "harness",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 10.8,
              "totalMinutes": 134.59150599999998,
              "parts": [
                0,
                121.077992,
                13.513514,
                0
              ],
              "budgetLow": 125.567232,
              "budgetHigh": 139.103643,
              "humanActivities": [
                {
                  "id": "PM05.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 11.756757
                },
                {
                  "id": "PM05.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 38.513514
                },
                {
                  "id": "PM05.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 0.27027
                },
                {
                  "id": "PM05.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.351351
                },
                {
                  "id": "PM05.04.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 69.1861
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。；只计超出常规检查的返工。",
                  "minutes": 13.513514
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.05",
              "scenarioId": "harness",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 35.0,
              "totalMinutes": 35.567172,
              "parts": [
                0,
                33.253122,
                2.31405,
                0
              ],
              "budgetLow": 32.127322,
              "budgetHigh": 40.153638,
              "humanActivities": [
                {
                  "id": "PM05.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 4.793388
                },
                {
                  "id": "PM05.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 10.082645
                },
                {
                  "id": "PM05.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 0.661157
                },
                {
                  "id": "PM05.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.322314
                },
                {
                  "id": "PM05.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.487603
                },
                {
                  "id": "PM05.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将比较结果整理为待决项、依据和复审触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 14.906015
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。；只计超出常规检查的返工。",
                  "minutes": 2.31405
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM05",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 180.532063
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 13.018892
              }
            ]
          },
          "children": [
            {
              "unitId": "PM05.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 36.0,
              "totalMinutes": 7.182692,
              "parts": [
                0,
                6.89423,
                0.288462,
                0
              ],
              "budgetLow": 6.620192,
              "budgetHigh": 8.307692,
              "humanActivities": [
                {
                  "id": "PM05.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.875
                },
                {
                  "id": "PM05.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.009615
                },
                {
                  "id": "PM05.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.875
                },
                {
                  "id": "PM05.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.009615
                },
                {
                  "id": "PM05.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从已批准材料抽取目标和约束并找出缺量纲项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.125
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认哪些目标和约束实际适用于本轮比较。；只计超出常规检查的返工。",
                  "minutes": 0.288462
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 24.102298,
              "parts": [
                0,
                22.82151,
                1.280788,
                0
              ],
              "budgetLow": 20.635632,
              "budgetHigh": 27.568965000000002,
              "humanActivities": [
                {
                  "id": "PM05.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 2.881773
                },
                {
                  "id": "PM05.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.923645
                },
                {
                  "id": "PM05.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 1.440887
                },
                {
                  "id": "PM05.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.041872
                },
                {
                  "id": "PM05.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定约束提出不同路径并补齐统一描述字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 9.533333
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛选不符合已知约束的方案并指出方案遗漏。；只计超出常规检查的返工。",
                  "minutes": 1.280788
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 63.75,
              "totalMinutes": 5.249535,
              "parts": [
                0,
                5.012942,
                0.236593,
                0
              ],
              "budgetLow": 4.510098,
              "budgetHigh": 7.098126,
              "humanActivities": [
                {
                  "id": "PM05.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 0.35489
                },
                {
                  "id": "PM05.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.118297
                },
                {
                  "id": "PM05.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 2.602524
                },
                {
                  "id": "PM05.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.828076
                },
                {
                  "id": "PM05.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定公式批量计算情景并显示影响排序的临界输入；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 1.109155
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者核对公式适用范围和数据来源，不手工重复机器计算。；只计超出常规检查的返工。",
                  "minutes": 0.236593
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额85%，条件敏感性60–95%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM05.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 13.5,
              "totalMinutes": 127.742954,
              "parts": [
                0,
                117.929594,
                9.81336,
                0
              ],
              "budgetLow": 116.464741,
              "budgetHigh": 133.00611999999998,
              "humanActivities": [
                {
                  "id": "PM05.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 9.680747
                },
                {
                  "id": "PM05.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 37.396857
                },
                {
                  "id": "PM05.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 0.795678
                },
                {
                  "id": "PM05.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.387033
                },
                {
                  "id": "PM05.04.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 67.669279
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。；只计超出常规检查的返工。",
                  "minutes": 9.81336
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 45.0,
              "totalMinutes": 29.273476,
              "parts": [
                0,
                27.873787,
                1.399689,
                0
              ],
              "budgetLow": 24.962522,
              "budgetHigh": 34.662168,
              "humanActivities": [
                {
                  "id": "PM05.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 4.043546
                },
                {
                  "id": "PM05.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.020218
                },
                {
                  "id": "PM05.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 0.622084
                },
                {
                  "id": "PM05.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.244168
                },
                {
                  "id": "PM05.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.088647
                },
                {
                  "id": "PM05.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将比较结果整理为待决项、依据和复审触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 11.855124
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。；只计超出常规检查的返工。",
                  "minutes": 1.399689
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM05",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 176.248666
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 13.248772
              }
            ]
          },
          "children": [
            {
              "unitId": "PM05.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 35.1,
              "totalMinutes": 8.641036999999999,
              "parts": [
                0,
                8.201298,
                0.439739,
                0
              ],
              "budgetLow": 7.925375000000001,
              "budgetHigh": 9.714531,
              "humanActivities": [
                {
                  "id": "PM05.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 2.198697
                },
                {
                  "id": "PM05.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.465798
                },
                {
                  "id": "PM05.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.905537
                },
                {
                  "id": "PM05.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.319218
                },
                {
                  "id": "PM05.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从已批准材料抽取目标和约束并找出缺量纲项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.312048
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认哪些目标和约束实际适用于本轮比较。；只计超出常规检查的返工。",
                  "minutes": 0.439739
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 22.975743,
              "parts": [
                0,
                21.552385,
                1.423358,
                0
              ],
              "budgetLow": 19.582361,
              "budgetHigh": 27.217471,
              "humanActivities": [
                {
                  "id": "PM05.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 3.163017
                },
                {
                  "id": "PM05.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.167883
                },
                {
                  "id": "PM05.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 1.423358
                },
                {
                  "id": "PM05.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.163017
                },
                {
                  "id": "PM05.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定约束提出不同路径并补齐统一描述字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 7.63511
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛选不符合已知约束的方案并指出方案遗漏。；只计超出常规检查的返工。",
                  "minutes": 1.423358
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 60.0,
              "totalMinutes": 7.293289000000001,
              "parts": [
                0,
                6.700872,
                0.592417,
                0
              ],
              "budgetLow": 6.549488,
              "budgetHigh": 9.152792999999999,
              "humanActivities": [
                {
                  "id": "PM05.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 0.592417
                },
                {
                  "id": "PM05.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.35545
                },
                {
                  "id": "PM05.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 2.725118
                },
                {
                  "id": "PM05.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.540284
                },
                {
                  "id": "PM05.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定公式批量计算情景并显示影响排序的临界输入；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 1.487603
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者核对公式适用范围和数据来源，不手工重复机器计算。；只计超出常规检查的返工。",
                  "minutes": 0.592417
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性55–90%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM05.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 20.25,
              "totalMinutes": 118.18169499999999,
              "parts": [
                0,
                109.050068,
                9.131627,
                0
              ],
              "budgetLow": 107.800615,
              "budgetHigh": 125.10241499999998,
              "humanActivities": [
                {
                  "id": "PM05.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 9.748629
                },
                {
                  "id": "PM05.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 37.390311
                },
                {
                  "id": "PM05.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 0.617002
                },
                {
                  "id": "PM05.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.468007
                },
                {
                  "id": "PM05.04.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 58.826119
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。；只计超出常规检查的返工。",
                  "minutes": 9.131627
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 40.0,
              "totalMinutes": 32.405674,
              "parts": [
                0,
                30.744042999999998,
                1.661631,
                0
              ],
              "budgetLow": 28.048899,
              "budgetHigh": 36.762449000000004,
              "humanActivities": [
                {
                  "id": "PM05.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 4.380665
                },
                {
                  "id": "PM05.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 10.120846
                },
                {
                  "id": "PM05.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 0.60423
                },
                {
                  "id": "PM05.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.359517
                },
                {
                  "id": "PM05.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.208459
                },
                {
                  "id": "PM05.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将比较结果整理为待决项、依据和复审触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 13.070326
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。；只计超出常规检查的返工。",
                  "minutes": 1.661631
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM05",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 158.117337
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 8.607098
              }
            ]
          },
          "children": [
            {
              "unitId": "PM05.01",
              "scenarioId": "rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 40.5,
              "totalMinutes": 6.373132,
              "parts": [
                0,
                6.094494,
                0.278638,
                0
              ],
              "budgetLow": 6.007915,
              "budgetHigh": 7.155741,
              "humanActivities": [
                {
                  "id": "PM05.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.532508
                },
                {
                  "id": "PM05.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.835913
                },
                {
                  "id": "PM05.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 1.950464
                },
                {
                  "id": "PM05.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.25387
                },
                {
                  "id": "PM05.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从已批准材料抽取目标和约束并找出缺量纲项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 0.521739
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认哪些目标和约束实际适用于本轮比较。；只计超出常规检查的返工。",
                  "minutes": 0.278638
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.02",
              "scenarioId": "rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 42.25,
              "totalMinutes": 19.604788,
              "parts": [
                0,
                18.682802,
                0.921986,
                0
              ],
              "budgetLow": 16.304788,
              "budgetHigh": 23.729788,
              "humanActivities": [
                {
                  "id": "PM05.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 2.458629
                },
                {
                  "id": "PM05.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.531915
                },
                {
                  "id": "PM05.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 1.536643
                },
                {
                  "id": "PM05.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.380615
                },
                {
                  "id": "PM05.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定约束提出不同路径并补齐统一描述字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 5.775
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛选不符合已知约束的方案并指出方案遗漏。；只计超出常规检查的返工。",
                  "minutes": 0.921986
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.03",
              "scenarioId": "rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 69.0,
              "totalMinutes": 4.523077000000001,
              "parts": [
                0,
                4.292308,
                0.230769,
                0
              ],
              "budgetLow": 4.073077,
              "budgetHigh": 5.798077000000001,
              "humanActivities": [
                {
                  "id": "PM05.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 0.115385
                },
                {
                  "id": "PM05.03.rsi.03",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 2.653846
                },
                {
                  "id": "PM05.03.rsi.04",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.923077
                },
                {
                  "id": "PM05.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定公式批量计算情景并显示影响排序的临界输入；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 0.6
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者核对公式适用范围和数据来源，不手工重复机器计算。；只计超出常规检查的返工。",
                  "minutes": 0.230769
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额92%，条件敏感性75–98%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM05.04",
              "scenarioId": "rsi",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 27.0,
              "totalMinutes": 110.914882,
              "parts": [
                0,
                104.77315,
                6.141732,
                0
              ],
              "budgetLow": 96.886949,
              "budgetHigh": 121.435832,
              "humanActivities": [
                {
                  "id": "PM05.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 8.385827
                },
                {
                  "id": "PM05.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 37.322835
                },
                {
                  "id": "PM05.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 0.472441
                },
                {
                  "id": "PM05.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.480315
                },
                {
                  "id": "PM05.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 56.111732
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。；只计超出常规检查的返工。",
                  "minutes": 6.141732
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.05",
              "scenarioId": "rsi",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 55.0,
              "totalMinutes": 25.308556,
              "parts": [
                0,
                24.274583,
                1.033973,
                0
              ],
              "budgetLow": 21.28171,
              "budgetHigh": 31.348824,
              "humanActivities": [
                {
                  "id": "PM05.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 3.692762
                },
                {
                  "id": "PM05.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.01034
                },
                {
                  "id": "PM05.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 0.443131
                },
                {
                  "id": "PM05.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.181684
                },
                {
                  "id": "PM05.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.886263
                },
                {
                  "id": "PM05.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将比较结果整理为待决项、依据和复审触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 9.060403
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。；只计超出常规检查的返工。",
                  "minutes": 1.033973
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM05",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 37.590051
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 1.72142
              }
            ]
          },
          "children": [
            {
              "unitId": "PM05.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 44.1,
              "totalMinutes": 1.379116,
              "parts": [
                0,
                1.323388,
                0.055728,
                0
              ],
              "budgetLow": 1.2747680000000001,
              "budgetHigh": 1.535638,
              "humanActivities": [
                {
                  "id": "PM05.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 0.306502
                },
                {
                  "id": "PM05.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.208978
                },
                {
                  "id": "PM05.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 0.390093
                },
                {
                  "id": "PM05.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项目标或约束有出处、单位和当前状态；冲突没有被写成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.313467
                },
                {
                  "id": "PM05.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从已批准材料抽取目标和约束并找出缺量纲项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认哪些目标和约束实际适用于本轮比较。",
                  "minutes": 0.104348
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认哪些目标和约束实际适用于本轮比较。；只计超出常规检查的返工。",
                  "minutes": 0.055728
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 61.75,
              "totalMinutes": 4.036585,
              "parts": [
                0,
                3.852188,
                0.184397,
                0
              ],
              "budgetLow": 3.376585,
              "budgetHigh": 5.686585,
              "humanActivities": [
                {
                  "id": "PM05.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 0.491726
                },
                {
                  "id": "PM05.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.382979
                },
                {
                  "id": "PM05.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 0.307329
                },
                {
                  "id": "PM05.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有方案按同一目标描述；至少保留输入要求的不做或延期选项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.845154
                },
                {
                  "id": "PM05.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定约束提出不同路径并补齐统一描述字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM筛选不符合已知约束的方案并指出方案遗漏。",
                  "minutes": 0.825
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM筛选不符合已知约束的方案并指出方案遗漏。；只计超出常规检查的返工。",
                  "minutes": 0.184397
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 72.75,
              "totalMinutes": 1.0557690000000002,
              "parts": [
                0,
                1.0096150000000002,
                0.046154,
                0
              ],
              "budgetLow": 0.8307690000000001,
              "budgetHigh": 1.430769,
              "humanActivities": [
                {
                  "id": "PM05.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 0.023077
                },
                {
                  "id": "PM05.03.rsi.03",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 0.530769
                },
                {
                  "id": "PM05.03.rsi.04",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：相同单位、时间窗和分母用于各方案；假设变化可复算；机器执行的算术不另记人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.230769
                },
                {
                  "id": "PM05.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按给定公式批量计算情景并显示影响排序的临界输入；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者核对公式适用范围和数据来源，不手工重复机器计算。",
                  "minutes": 0.225
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者核对公式适用范围和数据来源，不手工重复机器计算。；只计超出常规检查的返工。",
                  "minutes": 0.046154
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额97%，条件敏感性92–100%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM05.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 108.0,
              "totalMinutes": 26.97872,
              "parts": [
                0,
                25.750374,
                1.228346,
                0
              ],
              "budgetLow": 16.45777,
              "budgetHigh": 41.00665300000001,
              "humanActivities": [
                {
                  "id": "PM05.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 1.677165
                },
                {
                  "id": "PM05.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.330709
                },
                {
                  "id": "PM05.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。",
                  "minutes": 0.094488
                },
                {
                  "id": "PM05.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：推荐说明价值与机会成本；未采纳选项和能推翻推荐的证据均可见。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.620079
                },
                {
                  "id": "PM05.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 14.027933
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断目标冲突的实际优先顺序，并对候选建议的业务含义负责。；只计超出常规检查的返工。",
                  "minutes": 1.228346
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM05.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 90.0,
              "totalMinutes": 5.861280999999999,
              "parts": [
                0,
                5.6544859999999995,
                0.206795,
                0
              ],
              "budgetLow": 4.2505429999999995,
              "budgetHigh": 9.888126,
              "humanActivities": [
                {
                  "id": "PM05.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 0.738552
                },
                {
                  "id": "PM05.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.252585
                },
                {
                  "id": "PM05.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 0.088626
                },
                {
                  "id": "PM05.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项建议标明批准状态；授权人需要决定的事项有具体问题和依据。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.295421
                },
                {
                  "id": "PM05.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.265879
                },
                {
                  "id": "PM05.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将比较结果整理为待决项、依据和复审触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。",
                  "minutes": 2.013423
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM05.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM整理真实意见和未决事项，交给具备资源权限的负责人决定。；只计超出常规检查的返工。",
                  "minutes": 0.206795
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    },
    "PM06": {
      "task": {
        "taskId": "PM06",
        "title": "绘制路线图依赖与方案比较",
        "baselineMinutes": 420,
        "workload": "一份合成路线规划：12个需求项、8条已知依赖、3个团队、2条候选交付顺序；输出候选路线及冲突清单。",
        "inputState": "目标、工作项、依赖、负责人、团队容量和资源日历均有版本；承诺/估算字段定义成熟，路线图仍是候选而非批准承诺。",
        "output": "候选路线、依赖图、冲突、容量假设与未确认承诺。",
        "qualityGate": [
          "依赖与容量输入可追溯，缺失容量保持未知。",
          "估算、负责人确认和已批准承诺分开。",
          "候选顺序的冲突与变更影响可定位。"
        ],
        "scopeExclusions": [
          "不承诺交付日期，不批准资源或改变团队优先级。",
          "不推断未记录的团队产能或隐性依赖。"
        ],
        "sourceIds": [
          "EMP-METR-OSDEV-2025-2026",
          "EMP-PMEVAL-2026",
          "FR-ANTHROPIC-HARNESS"
        ],
        "subtasks": [
          {
            "id": "PM06.01",
            "title": "整理工作项与依赖来源",
            "baselineMinutes": 40,
            "output": "有状态和出处的工作项、依赖及负责人清单。",
            "acceptance": "每项依赖对应来源和确认状态；未知所有者不补写。",
            "mechanism": "extract",
            "aiOpportunity": "可从结构化计划材料提取关系并标出未绑定负责人项。",
            "humanActivity": "PM确认本轮纳入范围和估算/承诺状态定义。",
            "nonUseCondition": "计划材料没有版本或状态日期时，不把历史条目当作当前约束。"
          },
          {
            "id": "PM06.02",
            "title": "计算依赖路径与容量冲突",
            "baselineMinutes": 85,
            "output": "依赖网络、关键先后关系和容量冲突清单。",
            "acceptance": "图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。",
            "mechanism": "execute",
            "aiOpportunity": "可根据已有依赖字段建立候选网络并定位冲突。",
            "humanActivity": "PM核对计算所用的工作项映射与团队日历版本。",
            "nonUseCondition": "团队容量快照已过期或资源日历缺失时，不输出具体可交付日期。"
          },
          {
            "id": "PM06.03",
            "title": "生成不同交付顺序候选",
            "baselineMinutes": 65,
            "output": "满足输入依赖的候选顺序及其取舍说明。",
            "acceptance": "各顺序遵守已知硬依赖；不能满足的约束显式标出。",
            "mechanism": "generate",
            "aiOpportunity": "可在约束内提出多种排序并摘要各自影响。",
            "humanActivity": "PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
            "nonUseCondition": "硬依赖与软偏好没有标签区分时，不生成看似可行的路线承诺。"
          },
          {
            "id": "PM06.04",
            "title": "核验容量、承诺和未记录依赖",
            "baselineMinutes": 95,
            "output": "需负责人确认的估算、承诺、容量和依赖项。",
            "acceptance": "未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。",
            "mechanism": "verify",
            "aiOpportunity": "可比较不同版本计划并显示依赖变化与输入缺口。",
            "humanActivity": "PM核对影响路线选择的关键依赖和承诺状态。",
            "nonUseCondition": "路线顺序取决于未记录的跨团队工作或外部供应商承诺时，不将该路径视为已验证。"
          },
          {
            "id": "PM06.05",
            "title": "与工作项负责人确认候选假设",
            "baselineMinutes": 135,
            "output": "负责人确认、纠正或保留未决的候选路线记录。",
            "acceptance": "每项确认归属于对应负责人；未确认项保持待定，不转为承诺。",
            "mechanism": "coordinate",
            "aiOpportunity": "可准备每位负责人要确认的依赖和容量问题清单。",
            "humanActivity": "PM与相关负责人核对影响顺序的实际限制并记录回应。",
            "nonUseCondition": "负责人无法参与且其输入是顺序可行性的必要条件时，不以沉默当作确认。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM06",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 221.658797
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 23.113486
              }
            ]
          },
          "children": [
            {
              "unitId": "PM06.01",
              "scenarioId": "agent",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 20.0,
              "totalMinutes": 14.730158,
              "parts": [
                0,
                13.587301,
                1.142857,
                0
              ],
              "budgetLow": 13.696824999999999,
              "budgetHigh": 16.107936,
              "humanActivities": [
                {
                  "id": "PM06.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 2.714286
                },
                {
                  "id": "PM06.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.857143
                },
                {
                  "id": "PM06.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 1.428571
                },
                {
                  "id": "PM06.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.142857
                },
                {
                  "id": "PM06.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从结构化计划材料提取关系并标出未绑定负责人项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 3.444444
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认本轮纳入范围和估算/承诺状态定义。；只计超出常规检查的返工。",
                  "minutes": 1.142857
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.02",
              "scenarioId": "agent",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 42.5,
              "totalMinutes": 23.195769,
              "parts": [
                0,
                21.533758,
                1.662011,
                0
              ],
              "budgetLow": 21.329916,
              "budgetHigh": 26.305525,
              "humanActivities": [
                {
                  "id": "PM06.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 1.780726
                },
                {
                  "id": "PM06.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.561453
                },
                {
                  "id": "PM06.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 3.324022
                },
                {
                  "id": "PM06.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.648045
                },
                {
                  "id": "PM06.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助根据已有依赖字段建立候选网络并定位冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 6.219512
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对计算所用的工作项映射与团队日历版本。；只计超出常规检查的返工。",
                  "minutes": 1.662011
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–65%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM06.03",
              "scenarioId": "agent",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 16.25,
              "totalMinutes": 30.3,
              "parts": [
                0,
                28.1125,
                2.1875,
                0
              ],
              "budgetLow": 27.927500000000002,
              "budgetHigh": 32.6725,
              "humanActivities": [
                {
                  "id": "PM06.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 3.28125
                },
                {
                  "id": "PM06.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.4375
                },
                {
                  "id": "PM06.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 1.25
                },
                {
                  "id": "PM06.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.28125
                },
                {
                  "id": "PM06.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在约束内提出多种排序并摘要各自影响；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 11.8625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。；只计超出常规检查的返工。",
                  "minutes": 2.1875
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.04",
              "scenarioId": "agent",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 23.75,
              "totalMinutes": 67.61632,
              "parts": [
                0,
                59.473462999999995,
                8.142857,
                0
              ],
              "budgetLow": 62.110637999999994,
              "budgetHigh": 73.12200199999998,
              "humanActivities": [
                {
                  "id": "PM06.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 5.428571
                },
                {
                  "id": "PM06.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 22.340659
                },
                {
                  "id": "PM06.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 0.835165
                },
                {
                  "id": "PM06.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.340659
                },
                {
                  "id": "PM06.04.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较不同版本计划并显示依赖变化与输入缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 27.528409
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对影响路线选择的关键依赖和承诺状态。；只计超出常规检查的返工。",
                  "minutes": 8.142857
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM06.05",
              "scenarioId": "agent",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 33.75,
              "totalMinutes": 108.930036,
              "parts": [
                0,
                98.951775,
                9.978261,
                0
              ],
              "budgetLow": 100.72229,
              "budgetHigh": 117.137783,
              "humanActivities": [
                {
                  "id": "PM06.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 12.717391
                },
                {
                  "id": "PM06.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 31.304348
                },
                {
                  "id": "PM06.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 1.173913
                },
                {
                  "id": "PM06.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.73913
                },
                {
                  "id": "PM06.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 9.978261
                },
                {
                  "id": "PM06.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备每位负责人要确认的依赖和容量问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 41.038732
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与相关负责人核对影响顺序的实际限制并记录回应。；只计超出常规检查的返工。",
                  "minutes": 9.978261
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM06",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 266.744799
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 22.623459
              }
            ]
          },
          "children": [
            {
              "unitId": "PM06.01",
              "scenarioId": "current",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 14.0,
              "totalMinutes": 18.320270999999998,
              "parts": [
                0,
                17.08475,
                1.235521,
                0
              ],
              "budgetLow": 16.817508,
              "budgetHigh": 19.823033,
              "humanActivities": [
                {
                  "id": "PM06.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 4.324324
                },
                {
                  "id": "PM06.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.169884
                },
                {
                  "id": "PM06.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 1.853282
                },
                {
                  "id": "PM06.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.853282
                },
                {
                  "id": "PM06.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从结构化计划材料提取关系并标出未绑定负责人项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 4.883978
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认本轮纳入范围和估算/承诺状态定义。；只计超出常规检查的返工。",
                  "minutes": 1.235521
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.02",
              "scenarioId": "current",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 25.5,
              "totalMinutes": 29.126583,
              "parts": [
                0,
                27.585798,
                1.540785,
                0
              ],
              "budgetLow": 26.380878,
              "budgetHigh": 31.872287,
              "humanActivities": [
                {
                  "id": "PM06.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 3.338369
                },
                {
                  "id": "PM06.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.493958
                },
                {
                  "id": "PM06.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 4.365559
                },
                {
                  "id": "PM06.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.777946
                },
                {
                  "id": "PM06.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助根据已有依赖字段建立候选网络并定位冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 9.609966
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对计算所用的工作项映射与团队日历版本。；只计超出常规检查的返工。",
                  "minutes": 1.540785
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额30%，条件敏感性10–50%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM06.03",
              "scenarioId": "current",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 9.75,
              "totalMinutes": 35.337749,
              "parts": [
                0,
                33.332608,
                2.005141,
                0
              ],
              "budgetLow": 32.699135,
              "budgetHigh": 37.096825,
              "humanActivities": [
                {
                  "id": "PM06.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 5.179949
                },
                {
                  "id": "PM06.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.190231
                },
                {
                  "id": "PM06.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 1.503856
                },
                {
                  "id": "PM06.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.506427
                },
                {
                  "id": "PM06.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在约束内提出多种排序并摘要各自影响；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 14.952145
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。；只计超出常规检查的返工。",
                  "minutes": 2.005141
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.04",
              "scenarioId": "current",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 14.25,
              "totalMinutes": 77.36165700000001,
              "parts": [
                0,
                69.314598,
                8.047059,
                0
              ],
              "budgetLow": 71.24385600000001,
              "budgetHigh": 81.44019100000001,
              "humanActivities": [
                {
                  "id": "PM06.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 8.047059
                },
                {
                  "id": "PM06.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 23.023529
                },
                {
                  "id": "PM06.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 0.894118
                },
                {
                  "id": "PM06.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.682353
                },
                {
                  "id": "PM06.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较不同版本计划并显示依赖变化与输入缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 34.667539
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对影响路线选择的关键依赖和承诺状态。；只计超出常规检查的返工。",
                  "minutes": 8.047059
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM06.05",
              "scenarioId": "current",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 13.5,
              "totalMinutes": 129.221998,
              "parts": [
                0,
                119.427045,
                9.794953,
                0
              ],
              "budgetLow": 123.144755,
              "budgetHigh": 135.29924,
              "humanActivities": [
                {
                  "id": "PM06.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 19.164038
                },
                {
                  "id": "PM06.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 32.152997
                },
                {
                  "id": "PM06.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 1.277603
                },
                {
                  "id": "PM06.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.70347
                },
                {
                  "id": "PM06.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 10.433754
                },
                {
                  "id": "PM06.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备每位负责人要确认的依赖和容量问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 54.695183
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与相关负责人核对影响顺序的实际限制并记录回应。；只计超出常规检查的返工。",
                  "minutes": 9.794953
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM06",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 191.449411
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 15.496929
              }
            ]
          },
          "children": [
            {
              "unitId": "PM06.01",
              "scenarioId": "harness",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 26.0,
              "totalMinutes": 10.183437999999999,
              "parts": [
                0,
                9.496153,
                0.687285,
                0
              ],
              "budgetLow": 9.176986,
              "budgetHigh": 11.525374,
              "humanActivities": [
                {
                  "id": "PM06.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 2.199313
                },
                {
                  "id": "PM06.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.512027
                },
                {
                  "id": "PM06.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 2.061856
                },
                {
                  "id": "PM06.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.37457
                },
                {
                  "id": "PM06.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从结构化计划材料提取关系并标出未绑定负责人项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 2.348387
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认本轮纳入范围和估算/承诺状态定义。；只计超出常规检查的返工。",
                  "minutes": 0.687285
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.02",
              "scenarioId": "harness",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 59.5,
              "totalMinutes": 11.852571,
              "parts": [
                0,
                11.033012,
                0.819559,
                0
              ],
              "budgetLow": 10.141161,
              "budgetHigh": 14.70492,
              "humanActivities": [
                {
                  "id": "PM06.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 1.053719
                },
                {
                  "id": "PM06.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.46832
                },
                {
                  "id": "PM06.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 4.097796
                },
                {
                  "id": "PM06.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.990358
                },
                {
                  "id": "PM06.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助根据已有依赖字段建立候选网络并定位冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 3.422819
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对计算所用的工作项映射与团队日历版本。；只计超出常规检查的返工。",
                  "minutes": 0.819559
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额70%，条件敏感性45–85%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM06.03",
              "scenarioId": "harness",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 25.601128,
              "parts": [
                0,
                24.053509,
                1.547619,
                0
              ],
              "budgetLow": 23.121747,
              "budgetHigh": 28.90697,
              "humanActivities": [
                {
                  "id": "PM06.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 3.25
                },
                {
                  "id": "PM06.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.880952
                },
                {
                  "id": "PM06.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 1.547619
                },
                {
                  "id": "PM06.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.630952
                },
                {
                  "id": "PM06.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在约束内提出多种排序并摘要各自影响；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 10.743986
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。；只计超出常规检查的返工。",
                  "minutes": 1.547619
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.04",
              "scenarioId": "harness",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 38.0,
              "totalMinutes": 57.220347,
              "parts": [
                0,
                51.620346999999995,
                5.6,
                0
              ],
              "budgetLow": 51.315261,
              "budgetHigh": 65.093797,
              "humanActivities": [
                {
                  "id": "PM06.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 5.6
                },
                {
                  "id": "PM06.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 18.2
                },
                {
                  "id": "PM06.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 0.8
                },
                {
                  "id": "PM06.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.4
                },
                {
                  "id": "PM06.04.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较不同版本计划并显示依赖变化与输入缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 23.620347
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对影响路线选择的关键依赖和承诺状态。；只计超出常规检查的返工。",
                  "minutes": 5.6
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM06.05",
              "scenarioId": "harness",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 47.25,
              "totalMinutes": 102.08885599999999,
              "parts": [
                0,
                95.24638999999999,
                6.842466,
                0
              ],
              "budgetLow": 93.125253,
              "budgetHigh": 114.040327,
              "humanActivities": [
                {
                  "id": "PM06.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 13.684932
                },
                {
                  "id": "PM06.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 29.40411
                },
                {
                  "id": "PM06.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 0.739726
                },
                {
                  "id": "PM06.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.034247
                },
                {
                  "id": "PM06.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 10.541096
                },
                {
                  "id": "PM06.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备每位负责人要确认的依赖和容量问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 38.842279
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与相关负责人核对影响顺序的实际限制并记录回应。；只计超出常规检查的返工。",
                  "minutes": 6.842466
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM06",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 166.757496
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 10.304964
              }
            ]
          },
          "children": [
            {
              "unitId": "PM06.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 32.0,
              "totalMinutes": 7.406502000000001,
              "parts": [
                0,
                6.996946,
                0.409556,
                0
              ],
              "budgetLow": 6.774923,
              "budgetHigh": 8.66966,
              "humanActivities": [
                {
                  "id": "PM06.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 1.638225
                },
                {
                  "id": "PM06.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.955631
                },
                {
                  "id": "PM06.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 1.911263
                },
                {
                  "id": "PM06.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.228669
                },
                {
                  "id": "PM06.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从结构化计划材料提取关系并标出未绑定负责人项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 1.263158
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认本轮纳入范围和估算/承诺状态定义。；只计超出常规检查的返工。",
                  "minutes": 0.409556
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 72.25,
              "totalMinutes": 7.633610000000001,
              "parts": [
                0,
                7.165290000000001,
                0.46832,
                0
              ],
              "budgetLow": 6.603307000000001,
              "budgetHigh": 10.209367,
              "humanActivities": [
                {
                  "id": "PM06.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 0.46832
                },
                {
                  "id": "PM06.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.11708
                },
                {
                  "id": "PM06.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 3.980716
                },
                {
                  "id": "PM06.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.053719
                },
                {
                  "id": "PM06.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助根据已有依赖字段建立候选网络并定位冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 1.545455
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对计算所用的工作项映射与团队日历版本。；只计超出常规检查的返工。",
                  "minutes": 0.46832
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额85%，条件敏感性60–95%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM06.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 21.271182000000003,
              "parts": [
                0,
                20.349196000000003,
                0.921986,
                0
              ],
              "budgetLow": 18.118197000000002,
              "budgetHigh": 24.424167,
              "humanActivities": [
                {
                  "id": "PM06.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 2.612293
                },
                {
                  "id": "PM06.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.917258
                },
                {
                  "id": "PM06.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 1.382979
                },
                {
                  "id": "PM06.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.765957
                },
                {
                  "id": "PM06.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在约束内提出多种排序并摘要各自影响；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 8.670709
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。；只计超出常规检查的返工。",
                  "minutes": 0.921986
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 47.5,
              "totalMinutes": 49.245393,
              "parts": [
                0,
                45.56172,
                3.683673,
                0
              ],
              "budgetLow": 41.567644,
              "budgetHigh": 58.84258,
              "humanActivities": [
                {
                  "id": "PM06.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 4.459184
                },
                {
                  "id": "PM06.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.673469
                },
                {
                  "id": "PM06.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 0.969388
                },
                {
                  "id": "PM06.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.265306
                },
                {
                  "id": "PM06.04.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较不同版本计划并显示依赖变化与输入缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 19.194373
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对影响路线选择的关键依赖和承诺状态。；只计超出常规检查的返工。",
                  "minutes": 3.683673
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM06.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 60.75,
              "totalMinutes": 91.50577299999999,
              "parts": [
                0,
                86.684344,
                4.821429,
                0
              ],
              "budgetLow": 79.64560399999999,
              "budgetHigh": 106.33098499999998,
              "humanActivities": [
                {
                  "id": "PM06.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 11.53699
                },
                {
                  "id": "PM06.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 28.239796
                },
                {
                  "id": "PM06.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 1.205357
                },
                {
                  "id": "PM06.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.09949
                },
                {
                  "id": "PM06.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 9.987245
                },
                {
                  "id": "PM06.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备每位负责人要确认的依赖和容量问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 32.615466
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与相关负责人核对影响顺序的实际限制并记录回应。；只计超出常规检查的返工。",
                  "minutes": 4.821429
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM06",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 170.163454
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 12.921682
              }
            ]
          },
          "children": [
            {
              "unitId": "PM06.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 31.2,
              "totalMinutes": 9.072078000000001,
              "parts": [
                0,
                8.526003000000001,
                0.546075,
                0
              ],
              "budgetLow": 8.2937,
              "budgetHigh": 10.239646,
              "humanActivities": [
                {
                  "id": "PM06.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 2.047782
                },
                {
                  "id": "PM06.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.501706
                },
                {
                  "id": "PM06.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 2.047782
                },
                {
                  "id": "PM06.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.501706
                },
                {
                  "id": "PM06.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从结构化计划材料提取关系并标出未绑定负责人项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 1.427027
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认本轮纳入范围和估算/承诺状态定义。；只计超出常规检查的返工。",
                  "minutes": 0.546075
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 68.0,
              "totalMinutes": 10.18595,
              "parts": [
                0,
                9.600551,
                0.585399,
                0
              ],
              "budgetLow": 9.132231,
              "budgetHigh": 12.820248000000001,
              "humanActivities": [
                {
                  "id": "PM06.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 0.819559
                },
                {
                  "id": "PM06.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.46832
                },
                {
                  "id": "PM06.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 4.097796
                },
                {
                  "id": "PM06.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.107438
                },
                {
                  "id": "PM06.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助根据已有依赖字段建立候选网络并定位冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 2.107438
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对计算所用的工作项映射与团队日历版本。；只计超出常规检查的返工。",
                  "minutes": 0.585399
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性55–90%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM06.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 20.937645999999997,
              "parts": [
                0,
                19.714116999999998,
                1.223529,
                0
              ],
              "budgetLow": 17.817646,
              "budgetHigh": 24.837646,
              "humanActivities": [
                {
                  "id": "PM06.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 2.752941
                },
                {
                  "id": "PM06.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.505882
                },
                {
                  "id": "PM06.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 1.529412
                },
                {
                  "id": "PM06.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.905882
                },
                {
                  "id": "PM06.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在约束内提出多种排序并摘要各自影响；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 7.02
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。；只计超出常规检查的返工。",
                  "minutes": 1.223529
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 52.25,
              "totalMinutes": 47.844275,
              "parts": [
                0,
                43.689205,
                4.15507,
                0
              ],
              "budgetLow": 40.514326000000004,
              "budgetHigh": 57.006711,
              "humanActivities": [
                {
                  "id": "PM06.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 4.532803
                },
                {
                  "id": "PM06.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.809145
                },
                {
                  "id": "PM06.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 1.133201
                },
                {
                  "id": "PM06.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.72167
                },
                {
                  "id": "PM06.04.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较不同版本计划并显示依赖变化与输入缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 16.492386
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对影响路线选择的关键依赖和承诺状态。；只计超出常规检查的返工。",
                  "minutes": 4.15507
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM06.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 54.0,
              "totalMinutes": 95.045187,
              "parts": [
                0,
                88.633578,
                6.411609,
                0
              ],
              "budgetLow": 83.548154,
              "budgetHigh": 106.54222,
              "humanActivities": [
                {
                  "id": "PM06.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 11.576517
                },
                {
                  "id": "PM06.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 27.961741
                },
                {
                  "id": "PM06.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 1.424802
                },
                {
                  "id": "PM06.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.383905
                },
                {
                  "id": "PM06.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 9.795515
                },
                {
                  "id": "PM06.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备每位负责人要确认的依赖和容量问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 34.491098
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与相关负责人核对影响顺序的实际限制并记录回应。；只计超出常规检查的返工。",
                  "minutes": 6.411609
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM06",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 143.906356
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 8.175228
              }
            ]
          },
          "children": [
            {
              "unitId": "PM06.01",
              "scenarioId": "rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 36.0,
              "totalMinutes": 6.591497,
              "parts": [
                0,
                6.190159,
                0.401338,
                0
              ],
              "budgetLow": 6.191497,
              "budgetHigh": 7.448639,
              "humanActivities": [
                {
                  "id": "PM06.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 1.337793
                },
                {
                  "id": "PM06.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.936455
                },
                {
                  "id": "PM06.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 2.006689
                },
                {
                  "id": "PM06.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.337793
                },
                {
                  "id": "PM06.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从结构化计划材料提取关系并标出未绑定负责人项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 0.571429
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认本轮纳入范围和估算/承诺状态定义。；只计超出常规检查的返工。",
                  "minutes": 0.401338
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.02",
              "scenarioId": "rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 78.2,
              "totalMinutes": 5.991788000000001,
              "parts": [
                0,
                5.762368,
                0.22942,
                0
              ],
              "budgetLow": 5.627503000000001,
              "budgetHigh": 7.023931,
              "humanActivities": [
                {
                  "id": "PM06.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 0.11471
                },
                {
                  "id": "PM06.02.rsi.03",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 4.014845
                },
                {
                  "id": "PM06.02.rsi.04",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.147099
                },
                {
                  "id": "PM06.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助根据已有依赖字段建立候选网络并定位冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 0.485714
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对计算所用的工作项映射与团队日历版本。；只计超出常规检查的返工。",
                  "minutes": 0.22942
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额92%，条件敏感性75–98%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM06.03",
              "scenarioId": "rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 42.25,
              "totalMinutes": 17.570103,
              "parts": [
                0,
                16.843034,
                0.727069,
                0
              ],
              "budgetLow": 14.593003,
              "budgetHigh": 21.291477,
              "humanActivities": [
                {
                  "id": "PM06.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 2.181208
                },
                {
                  "id": "PM06.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.653244
                },
                {
                  "id": "PM06.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 1.454139
                },
                {
                  "id": "PM06.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.344519
                },
                {
                  "id": "PM06.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在约束内提出多种排序并摘要各自影响；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 5.209924
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。；只计超出常规检查的返工。",
                  "minutes": 0.727069
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.04",
              "scenarioId": "rsi",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 61.75,
              "totalMinutes": 40.743706,
              "parts": [
                0,
                38.186014,
                2.557692,
                0
              ],
              "budgetLow": 33.538511,
              "budgetHigh": 51.551498,
              "humanActivities": [
                {
                  "id": "PM06.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 3.653846
                },
                {
                  "id": "PM06.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 15.346154
                },
                {
                  "id": "PM06.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 1.096154
                },
                {
                  "id": "PM06.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.480769
                },
                {
                  "id": "PM06.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较不同版本计划并显示依赖变化与输入缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 12.609091
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对影响路线选择的关键依赖和承诺状态。；只计超出常规检查的返工。",
                  "minutes": 2.557692
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM06.05",
              "scenarioId": "rsi",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 74.25,
              "totalMinutes": 81.18449,
              "parts": [
                0,
                76.924781,
                4.259709,
                0
              ],
              "budgetLow": 69.714145,
              "budgetHigh": 98.390007,
              "humanActivities": [
                {
                  "id": "PM06.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 9.830097
                },
                {
                  "id": "PM06.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 27.360437
                },
                {
                  "id": "PM06.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 1.31068
                },
                {
                  "id": "PM06.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.768204
                },
                {
                  "id": "PM06.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 8.847087
                },
                {
                  "id": "PM06.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备每位负责人要确认的依赖和容量问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 25.808276
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与相关负责人核对影响顺序的实际限制并记录回应。；只计超出常规检查的返工。",
                  "minutes": 4.259709
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM06",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 32.475002
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 1.635046
              }
            ]
          },
          "children": [
            {
              "unitId": "PM06.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 39.2,
              "totalMinutes": 1.432013,
              "parts": [
                0,
                1.351745,
                0.080268,
                0
              ],
              "budgetLow": 1.3177269999999999,
              "budgetHigh": 1.603441,
              "humanActivities": [
                {
                  "id": "PM06.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 0.267559
                },
                {
                  "id": "PM06.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.234114
                },
                {
                  "id": "PM06.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 0.401338
                },
                {
                  "id": "PM06.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项依赖对应来源和确认状态；未知所有者不补写。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.334448
                },
                {
                  "id": "PM06.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从结构化计划材料提取关系并标出未绑定负责人项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认本轮纳入范围和估算/承诺状态定义。",
                  "minutes": 0.114286
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认本轮纳入范围和估算/承诺状态定义。；只计超出常规检查的返工。",
                  "minutes": 0.080268
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 82.45,
              "totalMinutes": 1.340713,
              "parts": [
                0,
                1.294829,
                0.045884,
                0
              ],
              "budgetLow": 1.15857,
              "budgetHigh": 1.644284,
              "humanActivities": [
                {
                  "id": "PM06.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 0.022942
                },
                {
                  "id": "PM06.02.rsi.03",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 0.802969
                },
                {
                  "id": "PM06.02.rsi.04",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：图中每条边可回查；缺容量的团队不被默认为有空档；程序计算本身不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.286775
                },
                {
                  "id": "PM06.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助根据已有依赖字段建立候选网络并定位冲突；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对计算所用的工作项映射与团队日历版本。",
                  "minutes": 0.182143
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对计算所用的工作项映射与团队日历版本。；只计超出常规检查的返工。",
                  "minutes": 0.045884
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额97%，条件敏感性92–100%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM06.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 61.75,
              "totalMinutes": 3.6162,
              "parts": [
                0,
                3.470786,
                0.145414,
                0
              ],
              "budgetLow": 3.0207800000000002,
              "budgetHigh": 5.104749,
              "humanActivities": [
                {
                  "id": "PM06.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 0.436242
                },
                {
                  "id": "PM06.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.163311
                },
                {
                  "id": "PM06.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 0.290828
                },
                {
                  "id": "PM06.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各顺序遵守已知硬依赖；不能满足的约束显式标出。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.83613
                },
                {
                  "id": "PM06.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在约束内提出多种排序并摘要各自影响；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。",
                  "minutes": 0.744275
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择值得与团队讨论的候选，不把算法排名当成资源选择。；只计超出常规检查的返工。",
                  "minutes": 0.145414
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM06.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 90.25,
              "totalMinutes": 8.469567,
              "parts": [
                0,
                7.958029,
                0.511538,
                0
              ],
              "budgetLow": 7.028528,
              "budgetHigh": 12.072163999999999,
              "humanActivities": [
                {
                  "id": "PM06.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 0.730769
                },
                {
                  "id": "PM06.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.836538
                },
                {
                  "id": "PM06.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 0.219231
                },
                {
                  "id": "PM06.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：未经负责人确认的容量或日期标为估算；变更影响能追踪到相关工作项。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.370192
                },
                {
                  "id": "PM06.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助比较不同版本计划并显示依赖变化与输入缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对影响路线选择的关键依赖和承诺状态。",
                  "minutes": 1.801299
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对影响路线选择的关键依赖和承诺状态。；只计超出常规检查的返工。",
                  "minutes": 0.511538
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM06.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 135.0,
              "eligibleMinutes": 135.0,
              "adoptedMinutes": 135.0,
              "delegatedMinutes": 121.5,
              "totalMinutes": 19.251555000000003,
              "parts": [
                0,
                18.399613000000002,
                0.851942,
                0
              ],
              "budgetLow": 14.663416999999999,
              "budgetHigh": 30.7219,
              "humanActivities": [
                {
                  "id": "PM06.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 1.966019
                },
                {
                  "id": "PM06.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.840109
                },
                {
                  "id": "PM06.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 0.262136
                },
                {
                  "id": "PM06.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项确认归属于对应负责人；未确认项保持待定，不转为承诺。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.942051
                },
                {
                  "id": "PM06.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.654126
                },
                {
                  "id": "PM06.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备每位负责人要确认的依赖和容量问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与相关负责人核对影响顺序的实际限制并记录回应。",
                  "minutes": 5.735172
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM06.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与相关负责人核对影响顺序的实际限制并记录回应。；只计超出常规检查的返工。",
                  "minutes": 0.851942
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=135.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    },
    "PM07": {
      "task": {
        "taskId": "PM07",
        "title": "根据已批准决定编写需求评审草案",
        "baselineMinutes": 300,
        "workload": "一份合成需求草案：12项已批准决定、3类角色、8种异常条件；输出1份待评审需求包。",
        "inputState": "问题、取舍、角色、行为约束和需求模板均有批准版本；开放问题已标状态，草案不得更改批准语义。",
        "output": "来源可追溯、边界清晰、异常行为和未决事项齐全的待评审草案。",
        "qualityGate": [
          "每条要求能追溯到批准决定或明确标为待决。",
          "角色、输入、状态变化、异常行为和拒收边界没有互相矛盾。",
          "文档清楚标记为草案，不构成批准需求基线。"
        ],
        "scopeExclusions": [
          "不重新设计产品指标、目标、范围或行为政策。",
          "不把未确认假设写成产品事实或批准需求。"
        ],
        "sourceIds": [
          "EMP-NOY-ZHANG-2023",
          "EMP-PMEVAL-2026",
          "FR-ANTHROPIC-HARNESS"
        ],
        "subtasks": [
          {
            "id": "PM07.01",
            "title": "提取已批准决定与需求来源",
            "baselineMinutes": 55,
            "output": "带来源、批准状态和需求主题的追溯条目。",
            "acceptance": "每条输入保留版本和批准状态；待决内容单独标记。",
            "mechanism": "extract",
            "aiOpportunity": "可把批准材料拆成可引用的需求条目和来源链接。",
            "humanActivity": "PM确认纳入草案的批准版本与范围。",
            "nonUseCondition": "批准记录缺少版本或决定状态时，不将相关陈述转为确定需求。"
          },
          {
            "id": "PM07.02",
            "title": "编写角色行为与异常路径草案",
            "baselineMinutes": 90,
            "output": "按角色组织的主流程、异常行为和边界草稿。",
            "acceptance": "正常和异常路径使用一致术语；每条行为关联已确认输入。",
            "mechanism": "generate",
            "aiOpportunity": "可按需求模板扩写行为流程、异常分支和未决字段。",
            "humanActivity": "PM选择需要展开的用户可观察行为，保留未定义状态。",
            "nonUseCondition": "流程涉及产品尚未批准的能力或权限时，不描述为既有产品行为。"
          },
          {
            "id": "PM07.03",
            "title": "裁定歧义并维护未决项",
            "baselineMinutes": 90,
            "output": "影响需求解释的歧义、候选解释和澄清责任表。",
            "acceptance": "不同解释造成的行为差异可见；未确认解释没有写入基线措辞。",
            "mechanism": "judge",
            "aiOpportunity": "可定位同一术语的不同解释并说明各自对流程的影响。",
            "humanActivity": "PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
            "nonUseCondition": "两个来源对高影响行为给出相反要求时，不自动选择其中一版作为有效要求。"
          },
          {
            "id": "PM07.04",
            "title": "校验追溯结构并交付评审包",
            "baselineMinutes": 65,
            "output": "带追溯表、版本、异常路径和待决清单的评审包。",
            "acceptance": "引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。",
            "mechanism": "verify",
            "aiOpportunity": "可运行字段、链接和双向追溯的结构校验。",
            "humanActivity": "PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
            "nonUseCondition": "草案没有可用的批准来源链接或需求条目编号时，不标记为可评审版本。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM07",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 136.19179
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 14.299858
              }
            ]
          },
          "children": [
            {
              "unitId": "PM07.01",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 27.5,
              "totalMinutes": 15.723384000000001,
              "parts": [
                0,
                14.860155,
                0.863229,
                0
              ],
              "budgetLow": 14.483948,
              "budgetHigh": 17.375967,
              "humanActivities": [
                {
                  "id": "PM07.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 1.726457
                },
                {
                  "id": "PM07.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.452915
                },
                {
                  "id": "PM07.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 1.849776
                },
                {
                  "id": "PM07.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.699552
                },
                {
                  "id": "PM07.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把批准材料拆成可引用的需求条目和来源链接；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认纳入草案的批准版本与范围。",
                  "minutes": 4.131455
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认纳入草案的批准版本与范围。；只计超出常规检查的返工。",
                  "minutes": 0.863229
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.02",
              "scenarioId": "agent",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 22.5,
              "totalMinutes": 37.60899199999999,
              "parts": [
                0,
                34.205631,
                3.403361,
                0
              ],
              "budgetLow": 34.574588999999996,
              "budgetHigh": 40.643395999999996,
              "humanActivities": [
                {
                  "id": "PM07.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 2.89916
                },
                {
                  "id": "PM07.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.823529
                },
                {
                  "id": "PM07.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 1.764706
                },
                {
                  "id": "PM07.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.546218
                },
                {
                  "id": "PM07.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按需求模板扩写行为流程、异常分支和未决字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 15.172018
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择需要展开的用户可观察行为，保留未定义状态。；只计超出常规检查的返工。",
                  "minutes": 3.403361
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.03",
              "scenarioId": "agent",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 4.5,
              "totalMinutes": 77.250844,
              "parts": [
                0,
                68.107987,
                9.142857,
                0
              ],
              "budgetLow": 73.434965,
              "budgetHigh": 79.158783,
              "humanActivities": [
                {
                  "id": "PM07.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 7.0
                },
                {
                  "id": "PM07.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 23.0
                },
                {
                  "id": "PM07.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 0.428571
                },
                {
                  "id": "PM07.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.428571
                },
                {
                  "id": "PM07.03.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。只读查询指标/用户材料可省去证据汇编；目标和适用范围仍人工裁定。",
                  "minutes": 36.250845
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。；只计超出常规检查的返工。",
                  "minutes": 9.142857
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.04",
              "scenarioId": "agent",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 16.25,
              "totalMinutes": 19.908428,
              "parts": [
                0,
                19.018017,
                0.890411,
                0
              ],
              "budgetLow": 18.394453000000002,
              "budgetHigh": 21.422403,
              "humanActivities": [
                {
                  "id": "PM07.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 1.144814
                },
                {
                  "id": "PM07.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.41683
                },
                {
                  "id": "PM07.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 2.544031
                },
                {
                  "id": "PM07.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.342466
                },
                {
                  "id": "PM07.04.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行字段、链接和双向追溯的结构校验；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 7.569876
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。；只计超出常规检查的返工。",
                  "minutes": 0.890411
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM07",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 158.445746
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 13.853144
              }
            ]
          },
          "children": [
            {
              "unitId": "PM07.01",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 19.25,
              "totalMinutes": 19.368145,
              "parts": [
                0,
                18.572964,
                0.795181,
                0
              ],
              "budgetLow": 17.486566,
              "budgetHigh": 21.249724,
              "humanActivities": [
                {
                  "id": "PM07.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 2.915663
                },
                {
                  "id": "PM07.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.975904
                },
                {
                  "id": "PM07.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 2.385542
                },
                {
                  "id": "PM07.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.180723
                },
                {
                  "id": "PM07.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把批准材料拆成可引用的需求条目和来源链接；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认纳入草案的批准版本与范围。",
                  "minutes": 6.115132
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认纳入草案的批准版本与范围。；只计超出常规检查的返工。",
                  "minutes": 0.795181
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.02",
              "scenarioId": "current",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 13.5,
              "totalMinutes": 43.590165,
              "parts": [
                0,
                40.241951,
                3.348214,
                0
              ],
              "budgetLow": 40.222888,
              "budgetHigh": 45.835016,
              "humanActivities": [
                {
                  "id": "PM07.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 4.419643
                },
                {
                  "id": "PM07.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.375
                },
                {
                  "id": "PM07.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 2.276786
                },
                {
                  "id": "PM07.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.089286
                },
                {
                  "id": "PM07.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按需求模板扩写行为流程、异常分支和未决字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 19.081236
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择需要展开的用户可观察行为，保留未定义状态。；只计超出常规检查的返工。",
                  "minutes": 3.348214
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.03",
              "scenarioId": "current",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 2.7,
              "totalMinutes": 85.583883,
              "parts": [
                0,
                76.840164,
                8.743719,
                0
              ],
              "budgetLow": 82.551797,
              "budgetHigh": 86.883348,
              "humanActivities": [
                {
                  "id": "PM07.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 10.100503
                },
                {
                  "id": "PM07.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 22.763819
                },
                {
                  "id": "PM07.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 0.603015
                },
                {
                  "id": "PM07.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.356784
                },
                {
                  "id": "PM07.03.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 42.016043
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。；只计超出常规检查的返工。",
                  "minutes": 8.743719
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.04",
              "scenarioId": "current",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 9.75,
              "totalMinutes": 23.756697,
              "parts": [
                0,
                22.790667,
                0.96603,
                0
              ],
              "budgetLow": 22.097123,
              "budgetHigh": 24.86308,
              "humanActivities": [
                {
                  "id": "PM07.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 2.208068
                },
                {
                  "id": "PM07.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.174098
                },
                {
                  "id": "PM07.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 3.312102
                },
                {
                  "id": "PM07.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.692144
                },
                {
                  "id": "PM07.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行字段、链接和双向追溯的结构校验；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 9.404255
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。；只计超出常规检查的返工。",
                  "minutes": 0.96603
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM07",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 112.083031
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 9.072878
              }
            ]
          },
          "children": [
            {
              "unitId": "PM07.01",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 9.497768,
              "parts": [
                0,
                9.012117,
                0.485651,
                0
              ],
              "budgetLow": 8.289169000000001,
              "budgetHigh": 11.109233000000001,
              "humanActivities": [
                {
                  "id": "PM07.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 1.214128
                },
                {
                  "id": "PM07.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.84989
                },
                {
                  "id": "PM07.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 2.428256
                },
                {
                  "id": "PM07.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.699779
                },
                {
                  "id": "PM07.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把批准材料拆成可引用的需求条目和来源链接；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认纳入草案的批准版本与范围。",
                  "minutes": 2.820064
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认纳入草案的批准版本与范围。；只计超出常规检查的返工。",
                  "minutes": 0.485651
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.02",
              "scenarioId": "harness",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 26.220198,
              "parts": [
                0,
                24.261014,
                1.959184,
                0
              ],
              "budgetLow": 23.249446,
              "budgetHigh": 30.181200999999998,
              "humanActivities": [
                {
                  "id": "PM07.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 2.326531
                },
                {
                  "id": "PM07.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.306122
                },
                {
                  "id": "PM07.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 2.326531
                },
                {
                  "id": "PM07.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.428571
                },
                {
                  "id": "PM07.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按需求模板扩写行为流程、异常分支和未决字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 12.873259
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择需要展开的用户可观察行为，保留未定义状态。；只计超出常规检查的返工。",
                  "minutes": 1.959184
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.03",
              "scenarioId": "harness",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 7.2,
              "totalMinutes": 73.79526,
              "parts": [
                0,
                67.66817999999999,
                6.12708,
                0
              ],
              "budgetLow": 68.75178100000001,
              "budgetHigh": 76.31699900000001,
              "humanActivities": [
                {
                  "id": "PM07.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 7.216339
                },
                {
                  "id": "PM07.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.015129
                },
                {
                  "id": "PM07.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 0.408472
                },
                {
                  "id": "PM07.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.361573
                },
                {
                  "id": "PM07.03.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 38.666667
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。；只计超出常规检查的返工。",
                  "minutes": 6.12708
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.04",
              "scenarioId": "harness",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 26.0,
              "totalMinutes": 11.642683,
              "parts": [
                0,
                11.14172,
                0.500963,
                0
              ],
              "budgetLow": 10.266213,
              "budgetHigh": 13.477977000000001,
              "humanActivities": [
                {
                  "id": "PM07.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 0.626204
                },
                {
                  "id": "PM07.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.250482
                },
                {
                  "id": "PM07.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 3.131021
                },
                {
                  "id": "PM07.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.628131
                },
                {
                  "id": "PM07.04.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行字段、链接和双向追溯的结构校验；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 5.505882
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。；只计超出常规检查的返工。",
                  "minutes": 0.500963
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM07",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 97.501002
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 5.797558
              }
            ]
          },
          "children": [
            {
              "unitId": "PM07.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 44.0,
              "totalMinutes": 6.2985809999999995,
              "parts": [
                0,
                6.058406,
                0.240175,
                0
              ],
              "budgetLow": 5.6110809999999995,
              "budgetHigh": 7.6735809999999995,
              "humanActivities": [
                {
                  "id": "PM07.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 0.720524
                },
                {
                  "id": "PM07.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.360262
                },
                {
                  "id": "PM07.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 2.401747
                },
                {
                  "id": "PM07.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.200873
                },
                {
                  "id": "PM07.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把批准材料拆成可引用的需求条目和来源链接；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认纳入草案的批准版本与范围。",
                  "minutes": 1.375
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认纳入草案的批准版本与范围。；只计超出常规检查的返工。",
                  "minutes": 0.240175
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 40.5,
              "totalMinutes": 20.656565,
              "parts": [
                0,
                19.451746,
                1.204819,
                0
              ],
              "budgetLow": 17.044321,
              "budgetHigh": 24.268810000000002,
              "humanActivities": [
                {
                  "id": "PM07.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 1.566265
                },
                {
                  "id": "PM07.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.168675
                },
                {
                  "id": "PM07.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 2.409639
                },
                {
                  "id": "PM07.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.373494
                },
                {
                  "id": "PM07.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按需求模板扩写行为流程、异常分支和未决字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 9.933673
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择需要展开的用户可观察行为，保留未定义状态。；只计超出常规检查的返工。",
                  "minutes": 1.204819
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 9.0,
              "totalMinutes": 68.468414,
              "parts": [
                0,
                64.36585,
                4.102564,
                0
              ],
              "budgetLow": 62.270686000000005,
              "budgetHigh": 71.360686,
              "humanActivities": [
                {
                  "id": "PM07.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 6.153846
                },
                {
                  "id": "PM07.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 19.487179
                },
                {
                  "id": "PM07.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 0.384615
                },
                {
                  "id": "PM07.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.153846
                },
                {
                  "id": "PM07.03.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 37.186364
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。；只计超出常规检查的返工。",
                  "minutes": 4.102564
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 32.5,
              "totalMinutes": 7.875,
              "parts": [
                0,
                7.625,
                0.25,
                0
              ],
              "budgetLow": 6.375,
              "budgetHigh": 9.75,
              "humanActivities": [
                {
                  "id": "PM07.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 0.125
                },
                {
                  "id": "PM07.04.harness_breakthrough.03",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 3.0
                },
                {
                  "id": "PM07.04.harness_breakthrough.04",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.75
                },
                {
                  "id": "PM07.04.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行字段、链接和双向追溯的结构校验；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 3.75
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。；只计超出常规检查的返工。",
                  "minutes": 0.25
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM07",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 97.149159
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 6.784011
              }
            ]
          },
          "children": [
            {
              "unitId": "PM07.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 42.9,
              "totalMinutes": 7.793458,
              "parts": [
                0,
                7.431616,
                0.361842,
                0
              ],
              "budgetLow": 6.897744,
              "budgetHigh": 9.137029,
              "humanActivities": [
                {
                  "id": "PM07.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 1.085526
                },
                {
                  "id": "PM07.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.723684
                },
                {
                  "id": "PM07.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 2.291667
                },
                {
                  "id": "PM07.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.688596
                },
                {
                  "id": "PM07.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把批准材料拆成可引用的需求条目和来源链接；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认纳入草案的批准版本与范围。",
                  "minutes": 1.642143
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认纳入草案的批准版本与范围。；只计超出常规检查的返工。",
                  "minutes": 0.361842
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 49.5,
              "totalMinutes": 20.805583000000002,
              "parts": [
                0,
                19.357862,
                1.447721,
                0
              ],
              "budgetLow": 17.081445000000002,
              "budgetHigh": 25.460756,
              "humanActivities": [
                {
                  "id": "PM07.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 1.809651
                },
                {
                  "id": "PM07.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.895442
                },
                {
                  "id": "PM07.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 2.412869
                },
                {
                  "id": "PM07.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.86059
                },
                {
                  "id": "PM07.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按需求模板扩写行为流程、异常分支和未决字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 8.37931
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择需要展开的用户可观察行为，保留未定义状态。；只计超出常规检查的返工。",
                  "minutes": 1.447721
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 13.5,
              "totalMinutes": 65.595493,
              "parts": [
                0,
                60.996045,
                4.599448,
                0
              ],
              "budgetLow": 59.767299,
              "budgetHigh": 69.480955,
              "humanActivities": [
                {
                  "id": "PM07.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 6.339779
                },
                {
                  "id": "PM07.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.013812
                },
                {
                  "id": "PM07.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 0.372928
                },
                {
                  "id": "PM07.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.243094
                },
                {
                  "id": "PM07.03.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 33.026432
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。；只计超出常规检查的返工。",
                  "minutes": 4.599448
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 9.738636,
              "parts": [
                0,
                9.363636,
                0.375,
                0
              ],
              "budgetLow": 7.965909,
              "budgetHigh": 11.954545,
              "humanActivities": [
                {
                  "id": "PM07.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 0.5
                },
                {
                  "id": "PM07.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.25
                },
                {
                  "id": "PM07.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 3.0
                },
                {
                  "id": "PM07.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.625
                },
                {
                  "id": "PM07.04.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行字段、链接和双向追溯的结构校验；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 3.988636
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。；只计超出常规检查的返工。",
                  "minutes": 0.375
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM07",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 84.783707
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 4.140259
              }
            ]
          },
          "children": [
            {
              "unitId": "PM07.01",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 49.5,
              "totalMinutes": 5.226482,
              "parts": [
                0,
                4.992439,
                0.234043,
                0
              ],
              "budgetLow": 4.762626,
              "budgetHigh": 6.220458,
              "humanActivities": [
                {
                  "id": "PM07.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 0.468085
                },
                {
                  "id": "PM07.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.234043
                },
                {
                  "id": "PM07.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 2.340426
                },
                {
                  "id": "PM07.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.287234
                },
                {
                  "id": "PM07.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把批准材料拆成可引用的需求条目和来源链接；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认纳入草案的批准版本与范围。",
                  "minutes": 0.662651
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认纳入草案的批准版本与范围。；只计超出常规检查的返工。",
                  "minutes": 0.234043
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.02",
              "scenarioId": "rsi",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 58.5,
              "totalMinutes": 15.740440999999999,
              "parts": [
                0,
                14.934814,
                0.805627,
                0
              ],
              "budgetLow": 12.401731,
              "budgetHigh": 19.913828,
              "humanActivities": [
                {
                  "id": "PM07.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 1.150895
                },
                {
                  "id": "PM07.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.726343
                },
                {
                  "id": "PM07.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 2.41688
                },
                {
                  "id": "PM07.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.797954
                },
                {
                  "id": "PM07.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按需求模板扩写行为流程、异常分支和未决字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 5.842742
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择需要展开的用户可观察行为，保留未定义状态。；只计超出常规检查的返工。",
                  "minutes": 0.805627
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.03",
              "scenarioId": "rsi",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 18.0,
              "totalMinutes": 60.189572,
              "parts": [
                0,
                57.332429,
                2.857143,
                0
              ],
              "budgetLow": 52.49337,
              "budgetHigh": 65.96172399999999,
              "humanActivities": [
                {
                  "id": "PM07.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 5.238095
                },
                {
                  "id": "PM07.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 19.642857
                },
                {
                  "id": "PM07.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 0.357143
                },
                {
                  "id": "PM07.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.309524
                },
                {
                  "id": "PM07.03.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 30.78481
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。；只计超出常规检查的返工。",
                  "minutes": 2.857143
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.04",
              "scenarioId": "rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 42.25,
              "totalMinutes": 7.767471,
              "parts": [
                0,
                7.524025,
                0.243446,
                0
              ],
              "budgetLow": 5.554704999999999,
              "budgetHigh": 11.08662,
              "humanActivities": [
                {
                  "id": "PM07.04.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 2.921348
                },
                {
                  "id": "PM07.04.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.730337
                },
                {
                  "id": "PM07.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行字段、链接和双向追溯的结构校验；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 3.87234
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。；只计超出常规检查的返工。",
                  "minutes": 0.243446
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM07",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 19.377249
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 0.828052
              }
            ]
          },
          "children": [
            {
              "unitId": "PM07.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 53.9,
              "totalMinutes": 1.121361,
              "parts": [
                0,
                1.074552,
                0.046809,
                0
              ],
              "budgetLow": 0.988831,
              "budgetHigh": 1.320156,
              "humanActivities": [
                {
                  "id": "PM07.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 0.093617
                },
                {
                  "id": "PM07.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.058511
                },
                {
                  "id": "PM07.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认纳入草案的批准版本与范围。",
                  "minutes": 0.468085
                },
                {
                  "id": "PM07.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条输入保留版本和批准状态；待决内容单独标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.321809
                },
                {
                  "id": "PM07.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把批准材料拆成可引用的需求条目和来源链接；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认纳入草案的批准版本与范围。",
                  "minutes": 0.13253
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认纳入草案的批准版本与范围。；只计超出常规检查的返工。",
                  "minutes": 0.046809
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 85.5,
              "totalMinutes": 3.090431,
              "parts": [
                0,
                2.929306,
                0.161125,
                0
              ],
              "budgetLow": 2.422689,
              "budgetHigh": 4.759786,
              "humanActivities": [
                {
                  "id": "PM07.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 0.230179
                },
                {
                  "id": "PM07.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.431586
                },
                {
                  "id": "PM07.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 0.483376
                },
                {
                  "id": "PM07.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：正常和异常路径使用一致术语；每条行为关联已确认输入。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.949488
                },
                {
                  "id": "PM07.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按需求模板扩写行为流程、异常分支和未决字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM选择需要展开的用户可观察行为，保留未定义状态。",
                  "minutes": 0.834677
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM选择需要展开的用户可观察行为，保留未定义状态。；只计超出常规检查的返工。",
                  "minutes": 0.161125
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 72.0,
              "totalMinutes": 14.624775,
              "parts": [
                0,
                14.053346,
                0.571429,
                0
              ],
              "budgetLow": 8.852623,
              "budgetHigh": 22.320977,
              "humanActivities": [
                {
                  "id": "PM07.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 1.047619
                },
                {
                  "id": "PM07.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.910714
                },
                {
                  "id": "PM07.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。",
                  "minutes": 0.071429
                },
                {
                  "id": "PM07.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：不同解释造成的行为差异可见；未确认解释没有写入基线措辞。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.327381
                },
                {
                  "id": "PM07.03.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 7.696203
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些歧义可由现有批准材料消解，哪些须由决定人澄清。；只计超出常规检查的返工。",
                  "minutes": 0.571429
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM07.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 61.75,
              "totalMinutes": 1.368734,
              "parts": [
                0,
                1.320045,
                0.048689,
                0
              ],
              "budgetLow": 0.9261809999999999,
              "budgetHigh": 2.475117,
              "humanActivities": [
                {
                  "id": "PM07.04.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 0.58427
                },
                {
                  "id": "PM07.04.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：引用、标识和章节结构符合冻结模板；未决项能从正文定位到责任人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.182584
                },
                {
                  "id": "PM07.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行字段、链接和双向追溯的结构校验；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。",
                  "minutes": 0.553191
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM07.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM只处理结构校验指出的断链和缺项，不在此重复重审全部产品决策。；只计超出常规检查的返工。",
                  "minutes": 0.048689
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        }
      ]
    },
    "PM08": {
      "task": {
        "taskId": "PM08",
        "title": "定义验收条件与 AI 行为边界",
        "baselineMinutes": 300,
        "workload": "一份合成验收包：12项需求、12类已知错误和24条输入场景；输出一个版本化行为矩阵。",
        "inputState": "需求版本、输入schema、错误分类、严重度类别、权限边界和验收模板已固定；正式风险门槛的批准人已知。",
        "output": "覆盖正常、过期、冲突、未知、拒答/接管情形的可复现验收矩阵。",
        "qualityGate": [
          "输入、预期行为、判定依据和来源版本一一对应。",
          "严重错误保留独立拒收条件，未知不得默认为通过。",
          "规则歧义、未批准门槛和测试包版本状态显式保留。"
        ],
        "scopeExclusions": [
          "不执行产品模型的冻结评测批次；该运行属于PM16。",
          "不批准风险阈值、生产安全结论或发布门槛。"
        ],
        "sourceIds": [
          "EMP-PMEVAL-2026",
          "FR-ANTHROPIC-HARNESS",
          "FR-HARNESS2"
        ],
        "subtasks": [
          {
            "id": "PM08.01",
            "title": "提取可验收行为与禁止行为",
            "baselineMinutes": 40,
            "output": "关联需求来源的行为、质量和禁止行为清单。",
            "acceptance": "每项条件关联需求或已批准边界；模糊要求标未决。",
            "mechanism": "extract",
            "aiOpportunity": "可将需求句子拆为可观察输入、行为和结果。",
            "humanActivity": "PM核对拆分后仍符合已批准需求语义。",
            "nonUseCondition": "需求版本尚未批准或相互冲突时，不把拆分结果当成验收标准。"
          },
          {
            "id": "PM08.02",
            "title": "生成正常、边界和异常输入",
            "baselineMinutes": 65,
            "output": "按已声明输入维度组织的候选场景矩阵。",
            "acceptance": "涵盖指定维度组合；重复案例和排除组合有明示理由。",
            "mechanism": "generate",
            "aiOpportunity": "可按错误类型和输入维度列举场景候选。",
            "humanActivity": "PM确认场景集合包含产品边界中需覆盖的维度。",
            "nonUseCondition": "风险分类尚未批准或缺少关键输入维度时，不宣称场景覆盖完整。"
          },
          {
            "id": "PM08.03",
            "title": "裁定预期行为与严重错误标准",
            "baselineMinutes": 95,
            "output": "每类场景的预期行为、可接受未知和硬性拒收条件。",
            "acceptance": "预期行为绑定当时适用规则；严重错误不被总体平均分抵消。",
            "mechanism": "judge",
            "aiOpportunity": "可根据已批准规则提出预期行为和规则冲突提示。",
            "humanActivity": "PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
            "nonUseCondition": "场景涉及尚无权威规则的风险阈值或规则冲突时，不创建最终gold标签。"
          },
          {
            "id": "PM08.04",
            "title": "执行需求到场景的结构覆盖检查",
            "baselineMinutes": 55,
            "output": "需求—场景—判定字段双向映射及缺漏报告。",
            "acceptance": "每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。",
            "mechanism": "execute",
            "aiOpportunity": "可自动检查映射断链、重复ID和必填字段。",
            "humanActivity": "测试负责人只调查结构校验指出的映射缺口。",
            "nonUseCondition": "映射依赖同义词猜测且未配置稳定需求ID时，不以关键词命中报告有效覆盖。"
          },
          {
            "id": "PM08.05",
            "title": "冻结验收包并登记版本变更",
            "baselineMinutes": 45,
            "output": "版本化输入、判定依据、未决项和接收说明。",
            "acceptance": "包内规则与版本可复现；未批准条款不会混入冻结条件。",
            "mechanism": "coordinate",
            "aiOpportunity": "可整理冻结清单、变更记录和重新评估触发条件。",
            "humanActivity": "PM与验收包接收方确认版本状态和后续变更责任人。",
            "nonUseCondition": "需求或规则在冻结前已改变且尚未完成差异确认时，不将该版本标为当前标准。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM08",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 150.916496
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 16.577294
              }
            ]
          },
          "children": [
            {
              "unitId": "PM08.01",
              "scenarioId": "agent",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 20.0,
              "totalMinutes": 11.222825,
              "parts": [
                0,
                10.392375,
                0.83045,
                0
              ],
              "budgetLow": 10.430373000000001,
              "budgetHigh": 12.279429,
              "humanActivities": [
                {
                  "id": "PM08.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.6609
                },
                {
                  "id": "PM08.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.629758
                },
                {
                  "id": "PM08.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.384083
                },
                {
                  "id": "PM08.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.076125
                },
                {
                  "id": "PM08.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将需求句子拆为可观察输入、行为和结果；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 2.641509
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对拆分后仍符合已批准需求语义。；只计超出常规检查的返工。",
                  "minutes": 0.83045
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.02",
              "scenarioId": "agent",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 16.25,
              "totalMinutes": 26.59805,
              "parts": [
                0,
                24.445732,
                2.152318,
                0
              ],
              "budgetLow": 24.492568000000002,
              "budgetHigh": 28.703531,
              "humanActivities": [
                {
                  "id": "PM08.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 2.726269
                },
                {
                  "id": "PM08.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.456954
                },
                {
                  "id": "PM08.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 1.434879
                },
                {
                  "id": "PM08.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.300221
                },
                {
                  "id": "PM08.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按错误类型和输入维度列举场景候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 10.527409
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认场景集合包含产品边界中需覆盖的维度。；只计超出常规检查的返工。",
                  "minutes": 2.152318
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.03",
              "scenarioId": "agent",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 4.75,
              "totalMinutes": 94.40576200000001,
              "parts": [
                0,
                82.886857,
                11.518905,
                0
              ],
              "budgetLow": 89.553059,
              "budgetHigh": 96.832113,
              "humanActivities": [
                {
                  "id": "PM08.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 9.041721
                },
                {
                  "id": "PM08.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：逐项人工复核每条语义gold裁定、严重错误和异常，不能按抽查比例缩减；此分钟只覆盖实质语义核验。版本/必填字段完整性另行按合同抽查。",
                  "minutes": 26.382008
                },
                {
                  "id": "PM08.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 0.371578
                },
                {
                  "id": "PM08.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：仅对可机验的版本/必填字段完整性做低风险抽查（本情景比例100%）；语义gold、严重错误和异常不在抽查范围，均另由PM逐项核验。",
                  "minutes": 0.990874
                },
                {
                  "id": "PM08.03.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。仅字段/版本定位和非语义整理略省时；每条语义gold、严重错误与异常仍全量人工核验。",
                  "minutes": 46.100676
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。；只计超出常规检查的返工。",
                  "minutes": 11.518905
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.04",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 27.5,
              "totalMinutes": 11.555384,
              "parts": [
                0,
                10.886013,
                0.669371,
                0
              ],
              "budgetLow": 10.766253,
              "budgetHigh": 12.870601,
              "humanActivities": [
                {
                  "id": "PM08.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 0.780933
                },
                {
                  "id": "PM08.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.227181
                },
                {
                  "id": "PM08.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 2.454361
                },
                {
                  "id": "PM08.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.793103
                },
                {
                  "id": "PM08.04.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助自动检查映射断链、重复ID和必填字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 2.630435
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：测试负责人只调查结构校验指出的映射缺口。；只计超出常规检查的返工。",
                  "minutes": 0.669371
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–65%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM08.05",
              "scenarioId": "agent",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 11.25,
              "totalMinutes": 23.711769,
              "parts": [
                0,
                22.305519,
                1.40625,
                0
              ],
              "budgetLow": 22.203789999999998,
              "budgetHigh": 25.219746999999998,
              "humanActivities": [
                {
                  "id": "PM08.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 4.359375
                },
                {
                  "id": "PM08.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.171875
                },
                {
                  "id": "PM08.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 0.5625
                },
                {
                  "id": "PM08.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.984375
                },
                {
                  "id": "PM08.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.6875
                },
                {
                  "id": "PM08.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理冻结清单、变更记录和重新评估触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 7.539894
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与验收包接收方确认版本状态和后续变更责任人。；只计超出常规检查的返工。",
                  "minutes": 1.40625
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM08",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 173.726184
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 16.802259
              }
            ]
          },
          "children": [
            {
              "unitId": "PM08.01",
              "scenarioId": "current",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 14.0,
              "totalMinutes": 13.838602,
              "parts": [
                0,
                13.095108,
                0.743494,
                0
              ],
              "budgetLow": 12.646056,
              "budgetHigh": 15.031149000000001,
              "humanActivities": [
                {
                  "id": "PM08.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 2.67658
                },
                {
                  "id": "PM08.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.825279
                },
                {
                  "id": "PM08.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.784387
                },
                {
                  "id": "PM08.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.933086
                },
                {
                  "id": "PM08.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将需求句子拆为可观察输入、行为和结果；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 3.875776
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对拆分后仍符合已批准需求语义。；只计超出常规检查的返工。",
                  "minutes": 0.743494
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.02",
              "scenarioId": "current",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 9.75,
              "totalMinutes": 31.324912,
              "parts": [
                0,
                29.07318,
                2.251732,
                0
              ],
              "budgetLow": 28.975902,
              "budgetHigh": 32.890919,
              "humanActivities": [
                {
                  "id": "PM08.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 4.203233
                },
                {
                  "id": "PM08.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.755196
                },
                {
                  "id": "PM08.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 1.801386
                },
                {
                  "id": "PM08.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.002309
                },
                {
                  "id": "PM08.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按错误类型和输入维度列举场景候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 13.311056
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认场景集合包含产品边界中需覆盖的维度。；只计超出常规检查的返工。",
                  "minutes": 2.251732
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.03",
              "scenarioId": "current",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 2.85,
              "totalMinutes": 101.904095,
              "parts": [
                0,
                90.268833,
                11.635262,
                0
              ],
              "budgetLow": 98.32404,
              "budgetHigh": 103.43840499999999,
              "humanActivities": [
                {
                  "id": "PM08.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 12.786003
                },
                {
                  "id": "PM08.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：逐项人工复核每条语义gold裁定、严重错误和异常，不能按抽查比例缩减；此分钟只覆盖实质语义核验。版本/必填字段完整性另行按合同抽查。",
                  "minutes": 26.467026
                },
                {
                  "id": "PM08.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 0.51144
                },
                {
                  "id": "PM08.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：仅对可机验的版本/必填字段完整性做低风险抽查（本情景比例100%）；语义gold、严重错误和异常不在抽查范围，均另由PM逐项核验。",
                  "minutes": 0.89502
                },
                {
                  "id": "PM08.03.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 49.609344
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。；只计超出常规检查的返工。",
                  "minutes": 11.635262
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.04",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 16.5,
              "totalMinutes": 14.16616,
              "parts": [
                0,
                13.456483,
                0.709677,
                0
              ],
              "budgetLow": 13.058777,
              "budgetHigh": 15.273541999999999,
              "humanActivities": [
                {
                  "id": "PM08.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 1.537634
                },
                {
                  "id": "PM08.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.537634
                },
                {
                  "id": "PM08.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 3.193548
                },
                {
                  "id": "PM08.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.311828
                },
                {
                  "id": "PM08.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助自动检查映射断链、重复ID和必填字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 3.875839
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：测试负责人只调查结构校验指出的映射缺口。；只计超出常规检查的返工。",
                  "minutes": 0.709677
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额30%，条件敏感性10–50%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM08.05",
              "scenarioId": "current",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 4.5,
              "totalMinutes": 29.294674,
              "parts": [
                0,
                27.83258,
                1.462094,
                0
              ],
              "budgetLow": 28.169674,
              "budgetHigh": 30.419674,
              "humanActivities": [
                {
                  "id": "PM08.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 6.498195
                },
                {
                  "id": "PM08.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.148014
                },
                {
                  "id": "PM08.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 0.812274
                },
                {
                  "id": "PM08.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.974729
                },
                {
                  "id": "PM08.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.274368
                },
                {
                  "id": "PM08.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理冻结清单、变更记录和重新评估触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 10.125
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与验收包接收方确认版本状态和后续变更责任人。；只计超出常规检查的返工。",
                  "minutes": 1.462094
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM08",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 128.82388
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 11.73672
              }
            ]
          },
          "children": [
            {
              "unitId": "PM08.01",
              "scenarioId": "harness",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 26.0,
              "totalMinutes": 6.962888,
              "parts": [
                0,
                6.556108,
                0.40678,
                0
              ],
              "budgetLow": 6.187026,
              "budgetHigh": 7.997371,
              "humanActivities": [
                {
                  "id": "PM08.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.220339
                },
                {
                  "id": "PM08.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.677966
                },
                {
                  "id": "PM08.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.898305
                },
                {
                  "id": "PM08.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.949153
                },
                {
                  "id": "PM08.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将需求句子拆为可观察输入、行为和结果；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.810345
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对拆分后仍符合已批准需求语义。；只计超出常规检查的返工。",
                  "minutes": 0.40678
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.02",
              "scenarioId": "harness",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 17.911743,
              "parts": [
                0,
                16.631655000000002,
                1.280088,
                0
              ],
              "budgetLow": 15.911743,
              "budgetHigh": 20.578409,
              "humanActivities": [
                {
                  "id": "PM08.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 2.133479
                },
                {
                  "id": "PM08.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.991247
                },
                {
                  "id": "PM08.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 1.991247
                },
                {
                  "id": "PM08.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.849015
                },
                {
                  "id": "PM08.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按错误类型和输入维度列举场景候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 8.666667
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认场景集合包含产品边界中需覆盖的维度。；只计超出常规检查的返工。",
                  "minutes": 1.280088
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.03",
              "scenarioId": "harness",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 7.6,
              "totalMinutes": 91.958241,
              "parts": [
                0,
                83.044359,
                8.913882,
                0
              ],
              "budgetLow": 85.840798,
              "budgetHigh": 95.016963,
              "humanActivities": [
                {
                  "id": "PM08.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 9.158098
                },
                {
                  "id": "PM08.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：逐项人工复核每条语义gold裁定、严重错误和异常，不能按抽查比例缩减；此分钟只覆盖实质语义核验。版本/必填字段完整性另行按合同抽查。",
                  "minutes": 25.642674
                },
                {
                  "id": "PM08.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 0.366324
                },
                {
                  "id": "PM08.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：仅对可机验的版本/必填字段完整性做低风险抽查（本情景比例20%）；语义gold、严重错误和异常不在抽查范围，均另由PM逐项核验。",
                  "minutes": 0.976864
                },
                {
                  "id": "PM08.03.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 46.900399
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。；只计超出常规检查的返工。",
                  "minutes": 8.913882
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.04",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 38.5,
              "totalMinutes": 5.999231,
              "parts": [
                0,
                5.669231,
                0.33,
                0
              ],
              "budgetLow": 5.364615000000001,
              "budgetHigh": 7.056923,
              "humanActivities": [
                {
                  "id": "PM08.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 0.22
                },
                {
                  "id": "PM08.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.11
                },
                {
                  "id": "PM08.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 3.08
                },
                {
                  "id": "PM08.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.99
                },
                {
                  "id": "PM08.04.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助自动检查映射断链、重复ID和必填字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 1.269231
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：测试负责人只调查结构校验指出的映射缺口。；只计超出常规检查的返工。",
                  "minutes": 0.33
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额70%，条件敏感性45–85%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM08.05",
              "scenarioId": "harness",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 17.728496999999997,
              "parts": [
                0,
                16.922527,
                0.80597,
                0
              ],
              "budgetLow": 16.241208999999998,
              "budgetHigh": 19.711547999999997,
              "humanActivities": [
                {
                  "id": "PM08.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 4.432836
                },
                {
                  "id": "PM08.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.626866
                },
                {
                  "id": "PM08.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 0.671642
                },
                {
                  "id": "PM08.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.537313
                },
                {
                  "id": "PM08.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.208955
                },
                {
                  "id": "PM08.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理冻结清单、变更记录和重新评估触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 6.444915
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与验收包接收方确认版本状态和后续变更责任人。；只计超出常规检查的返工。",
                  "minutes": 0.80597
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM08",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 115.367283
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 8.148534
              }
            ]
          },
          "children": [
            {
              "unitId": "PM08.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 32.0,
              "totalMinutes": 4.885586999999999,
              "parts": [
                0,
                4.619806,
                0.265781,
                0
              ],
              "budgetLow": 4.4361489999999995,
              "budgetHigh": 5.784464,
              "humanActivities": [
                {
                  "id": "PM08.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 0.797342
                },
                {
                  "id": "PM08.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.265781
                },
                {
                  "id": "PM08.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.860465
                },
                {
                  "id": "PM08.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.797342
                },
                {
                  "id": "PM08.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将需求句子拆为可观察输入、行为和结果；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 0.898876
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对拆分后仍符合已批准需求语义。；只计超出常规检查的返工。",
                  "minutes": 0.265781
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 13.716842999999999,
              "parts": [
                0,
                12.912719,
                0.804124,
                0
              ],
              "budgetLow": 11.311843,
              "budgetHigh": 16.121843000000002,
              "humanActivities": [
                {
                  "id": "PM08.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 1.474227
                },
                {
                  "id": "PM08.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.206186
                },
                {
                  "id": "PM08.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 2.010309
                },
                {
                  "id": "PM08.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.608247
                },
                {
                  "id": "PM08.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按错误类型和输入维度列举场景候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 6.61375
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认场景集合包含产品边界中需覆盖的维度。；只计超出常规检查的返工。",
                  "minutes": 0.804124
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 9.5,
              "totalMinutes": 86.570502,
              "parts": [
                0,
                80.09322900000001,
                6.477273,
                0
              ],
              "budgetLow": 78.979206,
              "budgetHigh": 90.113107,
              "humanActivities": [
                {
                  "id": "PM08.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 7.676768
                },
                {
                  "id": "PM08.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：逐项人工复核每条语义gold裁定、严重错误和异常，不能按抽查比例缩减；此分钟只覆盖实质语义核验。版本/必填字段完整性另行按合同抽查。",
                  "minutes": 25.549242
                },
                {
                  "id": "PM08.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 0.359848
                },
                {
                  "id": "PM08.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：仅对可机验的版本/必填字段完整性做低风险抽查（本情景比例5%）；语义gold、严重错误和异常不在抽查范围，均另由PM逐项核验。",
                  "minutes": 0.959596
                },
                {
                  "id": "PM08.03.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 45.547775
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。；只计超出常规检查的返工。",
                  "minutes": 6.477273
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 46.75,
              "totalMinutes": 4.240537,
              "parts": [
                0,
                4.020537,
                0.22,
                0
              ],
              "budgetLow": 3.686846,
              "budgetHigh": 5.624765,
              "humanActivities": [
                {
                  "id": "PM08.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 2.75
                },
                {
                  "id": "PM08.04.harness_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.44
                },
                {
                  "id": "PM08.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助自动检查映射断链、重复ID和必填字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 0.830537
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：测试负责人只调查结构校验指出的映射缺口。；只计超出常规检查的返工。",
                  "minutes": 0.22
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额85%，条件敏感性60–95%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM08.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 20.25,
              "totalMinutes": 14.102348,
              "parts": [
                0,
                13.720991999999999,
                0.381356,
                0
              ],
              "budgetLow": 12.256194,
              "budgetHigh": 16.41004,
              "humanActivities": [
                {
                  "id": "PM08.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 3.686441
                },
                {
                  "id": "PM08.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.177966
                },
                {
                  "id": "PM08.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 0.508475
                },
                {
                  "id": "PM08.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.381356
                },
                {
                  "id": "PM08.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.889831
                },
                {
                  "id": "PM08.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理冻结清单、变更记录和重新评估触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 5.076923
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与验收包接收方确认版本状态和后续变更责任人。；只计超出常规检查的返工。",
                  "minutes": 0.381356
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM08",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 113.987509
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 7.958835
              }
            ]
          },
          "children": [
            {
              "unitId": "PM08.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 31.2,
              "totalMinutes": 5.960602000000001,
              "parts": [
                0,
                5.553822,
                0.40678,
                0
              ],
              "budgetLow": 5.371923000000001,
              "budgetHigh": 6.843621000000001,
              "humanActivities": [
                {
                  "id": "PM08.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.084746
                },
                {
                  "id": "PM08.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.542373
                },
                {
                  "id": "PM08.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.762712
                },
                {
                  "id": "PM08.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.084746
                },
                {
                  "id": "PM08.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将需求句子拆为可观察输入、行为和结果；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.079245
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对拆分后仍符合已批准需求语义。；只计超出常规检查的返工。",
                  "minutes": 0.40678
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 14.103314,
              "parts": [
                0,
                13.169022,
                0.934292,
                0
              ],
              "budgetLow": 11.572341,
              "budgetHigh": 17.267031,
              "humanActivities": [
                {
                  "id": "PM08.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 1.735113
                },
                {
                  "id": "PM08.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.735113
                },
                {
                  "id": "PM08.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 2.002053
                },
                {
                  "id": "PM08.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.002053
                },
                {
                  "id": "PM08.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按错误类型和输入维度列举场景候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 5.69469
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认场景集合包含产品边界中需覆盖的维度。；只计超出常规检查的返工。",
                  "minutes": 0.934292
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 14.25,
              "totalMinutes": 79.888833,
              "parts": [
                0,
                74.511475,
                5.377358,
                0
              ],
              "budgetLow": 72.868356,
              "budgetHigh": 84.569151,
              "humanActivities": [
                {
                  "id": "PM08.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 7.729953
                },
                {
                  "id": "PM08.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：逐项人工复核每条语义gold裁定、严重错误和异常，不能按抽查比例缩减；此分钟只覆盖实质语义核验。版本/必填字段完整性另行按合同抽查。",
                  "minutes": 25.766509
                },
                {
                  "id": "PM08.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 0.336085
                },
                {
                  "id": "PM08.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：仅对可机验的版本/必填字段完整性做低风险抽查（本情景比例20%）；语义gold、严重错误和异常不在抽查范围，均另由PM逐项核验。",
                  "minutes": 0.896226
                },
                {
                  "id": "PM08.03.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 39.782702
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。；只计超出常规检查的返工。",
                  "minutes": 5.377358
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 44.0,
              "totalMinutes": 5.295714,
              "parts": [
                0,
                4.965714,
                0.33,
                0
              ],
              "budgetLow": 4.902857,
              "budgetHigh": 6.277857,
              "humanActivities": [
                {
                  "id": "PM08.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 0.22
                },
                {
                  "id": "PM08.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.11
                },
                {
                  "id": "PM08.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 2.86
                },
                {
                  "id": "PM08.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.99
                },
                {
                  "id": "PM08.04.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助自动检查映射断链、重复ID和必填字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 0.785714
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：测试负责人只调查结构校验指出的映射缺口。；只计超出常规检查的返工。",
                  "minutes": 0.33
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性55–90%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM08.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 18.0,
              "totalMinutes": 16.697881,
              "parts": [
                0,
                15.787476,
                0.910405,
                0
              ],
              "budgetLow": 14.773539000000001,
              "budgetHigh": 18.622223,
              "humanActivities": [
                {
                  "id": "PM08.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 4.16185
                },
                {
                  "id": "PM08.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.771676
                },
                {
                  "id": "PM08.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 0.520231
                },
                {
                  "id": "PM08.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.520231
                },
                {
                  "id": "PM08.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.040462
                },
                {
                  "id": "PM08.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理冻结清单、变更记录和重新评估触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 5.773026
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与验收包接收方确认版本状态和后续变更责任人。；只计超出常规检查的返工。",
                  "minutes": 0.910405
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM08",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 100.403801
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 4.894652
              }
            ]
          },
          "children": [
            {
              "unitId": "PM08.01",
              "scenarioId": "rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 36.0,
              "totalMinutes": 4.00727,
              "parts": [
                0,
                3.878238,
                0.129032,
                0
              ],
              "budgetLow": 3.731214,
              "budgetHigh": 4.598819,
              "humanActivities": [
                {
                  "id": "PM08.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 0.516129
                },
                {
                  "id": "PM08.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.258065
                },
                {
                  "id": "PM08.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 1.935484
                },
                {
                  "id": "PM08.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.774194
                },
                {
                  "id": "PM08.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将需求句子拆为可观察输入、行为和结果；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 0.394366
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对拆分后仍符合已批准需求语义。；只计超出常规检查的返工。",
                  "minutes": 0.129032
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.02",
              "scenarioId": "rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 42.25,
              "totalMinutes": 10.406148,
              "parts": [
                0,
                9.897342,
                0.508806,
                0
              ],
              "budgetLow": 8.239481,
              "budgetHigh": 13.114481,
              "humanActivities": [
                {
                  "id": "PM08.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 1.144814
                },
                {
                  "id": "PM08.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.017613
                },
                {
                  "id": "PM08.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 2.035225
                },
                {
                  "id": "PM08.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.908023
                },
                {
                  "id": "PM08.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按错误类型和输入维度列举场景候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 3.791667
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认场景集合包含产品边界中需覆盖的维度。；只计超出常规检查的返工。",
                  "minutes": 0.508806
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.03",
              "scenarioId": "rsi",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 19.0,
              "totalMinutes": 74.87426400000001,
              "parts": [
                0,
                71.224546,
                3.649718,
                0
              ],
              "budgetLow": 65.44100900000001,
              "budgetHigh": 81.949206,
              "humanActivities": [
                {
                  "id": "PM08.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 6.762712
                },
                {
                  "id": "PM08.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：逐项人工复核每条语义gold裁定、严重错误和异常，不能按抽查比例缩减；此分钟只覆盖实质语义核验。版本/必填字段完整性另行按合同抽查。",
                  "minutes": 25.655367
                },
                {
                  "id": "PM08.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 0.214689
                },
                {
                  "id": "PM08.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：仅对可机验的版本/必填字段完整性做低风险抽查（本情景比例5%）；语义gold、严重错误和异常不在抽查范围，均另由PM逐项核验。",
                  "minutes": 0.858757
                },
                {
                  "id": "PM08.03.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 37.733021
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。；只计超出常规检查的返工。",
                  "minutes": 3.649718
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.04",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 50.6,
              "totalMinutes": 3.5889089999999997,
              "parts": [
                0,
                3.480428,
                0.108481,
                0
              ],
              "budgetLow": 3.2566939999999995,
              "budgetHigh": 4.530184,
              "humanActivities": [
                {
                  "id": "PM08.04.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 2.60355
                },
                {
                  "id": "PM08.04.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.433925
                },
                {
                  "id": "PM08.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助自动检查映射断链、重复ID和必填字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 0.442953
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：测试负责人只调查结构校验指出的映射缺口。；只计超出常规检查的返工。",
                  "minutes": 0.108481
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额92%，条件敏感性75–98%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM08.05",
              "scenarioId": "rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 24.75,
              "totalMinutes": 12.421861999999999,
              "parts": [
                0,
                11.923247,
                0.498615,
                0
              ],
              "budgetLow": 10.723749,
              "budgetHigh": 14.969031999999999,
              "humanActivities": [
                {
                  "id": "PM08.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 3.365651
                },
                {
                  "id": "PM08.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.116343
                },
                {
                  "id": "PM08.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 0.498615
                },
                {
                  "id": "PM08.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.373961
                },
                {
                  "id": "PM08.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.747922
                },
                {
                  "id": "PM08.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理冻结清单、变更记录和重新评估触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 3.820755
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与验收包接收方确认版本状态和后续变更责任人。；只计超出常规检查的返工。",
                  "minutes": 0.498615
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM08",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 23.707771
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 0.97893
              }
            ]
          },
          "children": [
            {
              "unitId": "PM08.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 39.2,
              "totalMinutes": 0.853066,
              "parts": [
                0,
                0.82726,
                0.025806,
                0
              ],
              "budgetLow": 0.774193,
              "budgetHigh": 0.971376,
              "humanActivities": [
                {
                  "id": "PM08.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 0.103226
                },
                {
                  "id": "PM08.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.064516
                },
                {
                  "id": "PM08.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 0.387097
                },
                {
                  "id": "PM08.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项条件关联需求或已批准边界；模糊要求标未决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.193548
                },
                {
                  "id": "PM08.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将需求句子拆为可观察输入、行为和结果；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核对拆分后仍符合已批准需求语义。",
                  "minutes": 0.078873
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核对拆分后仍符合已批准需求语义。；只计超出常规检查的返工。",
                  "minutes": 0.025806
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 61.75,
              "totalMinutes": 2.010845,
              "parts": [
                0,
                1.909084,
                0.101761,
                0
              ],
              "budgetLow": 1.5775109999999999,
              "budgetHigh": 3.0941780000000003,
              "humanActivities": [
                {
                  "id": "PM08.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 0.228963
                },
                {
                  "id": "PM08.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.254403
                },
                {
                  "id": "PM08.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 0.407045
                },
                {
                  "id": "PM08.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：涵盖指定维度组合；重复案例和排除组合有明示理由。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.477006
                },
                {
                  "id": "PM08.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按错误类型和输入维度列举场景候选；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认场景集合包含产品边界中需覆盖的维度。",
                  "minutes": 0.541667
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认场景集合包含产品边界中需覆盖的维度。；只计超出常规检查的返工。",
                  "minutes": 0.101761
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 95.0,
              "eligibleMinutes": 95.0,
              "adoptedMinutes": 95.0,
              "delegatedMinutes": 76.0,
              "totalMinutes": 18.18721,
              "parts": [
                0,
                17.457266,
                0.729944,
                0
              ],
              "budgetLow": 11.112269,
              "budgetHigh": 27.620465999999997,
              "humanActivities": [
                {
                  "id": "PM08.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 1.352542
                },
                {
                  "id": "PM08.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：逐项人工复核每条语义gold裁定、严重错误和异常，不能按抽查比例缩减；此分钟只覆盖实质语义核验。版本/必填字段完整性另行按合同抽查。",
                  "minutes": 6.413842
                },
                {
                  "id": "PM08.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。",
                  "minutes": 0.042938
                },
                {
                  "id": "PM08.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：仅对可机验的版本/必填字段完整性做低风险抽查（本情景比例5%）；语义gold、严重错误和异常不在抽查范围，均另由PM逐项核验。",
                  "minutes": 0.214689
                },
                {
                  "id": "PM08.03.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 9.433255
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定风险/领域责任人裁定歧义案例的gold行为和高影响门槛。；只计超出常规检查的返工。",
                  "minutes": 0.729944
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=95.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM08.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 53.35,
              "totalMinutes": 0.8169940000000001,
              "parts": [
                0,
                0.7952980000000001,
                0.021696,
                0
              ],
              "budgetLow": 0.6508870000000001,
              "budgetHigh": 1.09384,
              "humanActivities": [
                {
                  "id": "PM08.04.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 0.52071
                },
                {
                  "id": "PM08.04.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个适用需求有场景，孤立场景和无覆盖理由均被标出；仅验证矩阵结构，不运行产品模型。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.108481
                },
                {
                  "id": "PM08.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助自动检查映射断链、重复ID和必填字段；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：测试负责人只调查结构校验指出的映射缺口。",
                  "minutes": 0.166107
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：测试负责人只调查结构校验指出的映射缺口。；只计超出常规检查的返工。",
                  "minutes": 0.021696
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额97%，条件敏感性92–100%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM08.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 40.5,
              "totalMinutes": 2.818586,
              "parts": [
                0,
                2.718863,
                0.099723,
                0
              ],
              "budgetLow": 2.13934,
              "budgetHigh": 4.516699,
              "humanActivities": [
                {
                  "id": "PM08.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 0.67313
                },
                {
                  "id": "PM08.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.779086
                },
                {
                  "id": "PM08.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 0.099723
                },
                {
                  "id": "PM08.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：包内规则与版本可复现；未批准条款不会混入冻结条件。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.09349
                },
                {
                  "id": "PM08.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.224377
                },
                {
                  "id": "PM08.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理冻结清单、变更记录和重新评估触发条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与验收包接收方确认版本状态和后续变更责任人。",
                  "minutes": 0.849057
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM08.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与验收包接收方确认版本状态和后续变更责任人。；只计超出常规检查的返工。",
                  "minutes": 0.099723
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    },
    "PM09": {
      "task": {
        "taskId": "PM09",
        "title": "执行预定义产品指标查询与数据校验",
        "baselineMinutes": 360,
        "workload": "一个合成查询批次：5个已批准指标、1个固定30日数据期、1个有权限的数据快照；输出可重放结果及质量说明。",
        "inputState": "指标字典、分子/分母、过滤规则、缺值策略、数据权限、表schema和查询日期已冻结；业务解释范围已限定。",
        "output": "可重放查询、口径、结果表、异常定位和数据质量说明。",
        "qualityGate": [
          "查询条件、分母、数据期和版本可复现。",
          "数据异常有定位依据，权限拒绝被保留。",
          "统计结果与因果/业务解释分开。"
        ],
        "scopeExclusions": [
          "不重新定义指标或批准新的数据访问权。",
          "不把查询结果解释为因果效果、客户价值或未审查业务结论。"
        ],
        "sourceIds": [
          "EMP-METR-OSDEV-2025-2026",
          "EMP-PMEVAL-2026",
          "FR-OSWORLD"
        ],
        "subtasks": [
          {
            "id": "PM09.01",
            "title": "装配批准指标与查询约束",
            "baselineMinutes": 35,
            "output": "本批指标ID、日期、过滤和数据表清单。",
            "acceptance": "使用已批准指标版本和获准数据范围；缺失字段明确记录。",
            "mechanism": "extract",
            "aiOpportunity": "可从指标字典装配查询参数与来源表清单。",
            "humanActivity": "PM/数据责任人确认查询问题、授权数据集和冻结口径。",
            "nonUseCondition": "数据权限未授予当前操作者或指标字典不是当前版本时，不执行查询。"
          },
          {
            "id": "PM09.02",
            "title": "编写并执行可重放查询",
            "baselineMinutes": 115,
            "output": "版本化查询语句、运行配置和结果快照。",
            "acceptance": "查询可在同一数据快照重放；过滤、联接和分母与定义一致。",
            "mechanism": "execute",
            "aiOpportunity": "可按schema生成查询并在授权环境执行。",
            "humanActivity": "分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
            "nonUseCondition": "查询需要超出授权快照、客户级明细或未批准联接时，不执行该语句。"
          },
          {
            "id": "PM09.03",
            "title": "运行确定性数据质量检查",
            "baselineMinutes": 55,
            "output": "缺值、重复、分母和边界日期的程序检查记录。",
            "acceptance": "所有预定检查均有通过/失败状态；机器计算结果本身不计人时。",
            "mechanism": "execute",
            "aiOpportunity": "可运行固定的缺值、重复键、行数和日期范围检查。",
            "humanActivity": "数据操作人员只补充异常的定位信息，不手工重复计算。",
            "nonUseCondition": "数据快照字段或主键定义与检查脚本版本不一致时，不把检查结果视为有效。"
          },
          {
            "id": "PM09.04",
            "title": "核查异常记录与来源映射",
            "baselineMinutes": 75,
            "output": "异常行、来源映射和待数据责任人确认项。",
            "acceptance": "影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。",
            "mechanism": "verify",
            "aiOpportunity": "可将异常行链接回源数据并归组相同故障。",
            "humanActivity": "分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
            "nonUseCondition": "源数据日志不可访问且异常会改变关键分母时，不发布最终数字。"
          },
          {
            "id": "PM09.05",
            "title": "裁定解释范围并撰写质量说明",
            "baselineMinutes": 80,
            "output": "结果、口径限制、异常影响和非因果解释说明。",
            "acceptance": "每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。",
            "mechanism": "judge",
            "aiOpportunity": "可从结果和质量检查中草拟限制说明与待验证解释。",
            "humanActivity": "PM判断哪些结果值得带入产品讨论，并限定解释边界。",
            "nonUseCondition": "指标变化同期存在未控制的流量、版本或采样变化时，不将变化归因于单一产品因素。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM09",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 158.53114
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 18.359448
              }
            ]
          },
          "children": [
            {
              "unitId": "PM09.01",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 17.5,
              "totalMinutes": 10.216436,
              "parts": [
                0,
                9.697917,
                0.518519,
                0
              ],
              "budgetLow": 9.523727,
              "budgetHigh": 11.140047,
              "humanActivities": [
                {
                  "id": "PM09.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.555556
                },
                {
                  "id": "PM09.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.462963
                },
                {
                  "id": "PM09.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.296296
                },
                {
                  "id": "PM09.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.074074
                },
                {
                  "id": "PM09.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从指标字典装配查询参数与来源表清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 2.309028
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/数据责任人确认查询问题、授权数据集和冻结口径。；只计超出常规检查的返工。",
                  "minutes": 0.518519
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM09.02",
              "scenarioId": "agent",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 57.5,
              "totalMinutes": 26.794946,
              "parts": [
                0,
                24.309044,
                2.485902,
                0
              ],
              "budgetLow": 24.657778,
              "budgetHigh": 30.356893,
              "humanActivities": [
                {
                  "id": "PM09.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 0.972744
                },
                {
                  "id": "PM09.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.702068
                },
                {
                  "id": "PM09.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 3.566729
                },
                {
                  "id": "PM09.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.943609
                },
                {
                  "id": "PM09.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按schema生成查询并在授权环境执行；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 7.123894
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 2.485902
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–65%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.03",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 27.5,
              "totalMinutes": 9.607612999999999,
              "parts": [
                0,
                8.986144,
                0.621469,
                0
              ],
              "budgetLow": 8.900469999999999,
              "budgetHigh": 10.786183999999999,
              "humanActivities": [
                {
                  "id": "PM09.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 0.103578
                },
                {
                  "id": "PM09.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有预定检查均有通过/失败状态；机器计算结果本身不计人时。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.310734
                },
                {
                  "id": "PM09.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 2.071563
                },
                {
                  "id": "PM09.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有预定检查均有通过/失败状态；机器计算结果本身不计人时。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.143126
                },
                {
                  "id": "PM09.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行固定的缺值、重复键、行数和日期范围检查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 2.357143
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员只补充异常的定位信息，不手工重复计算。；只计超出常规检查的返工。",
                  "minutes": 0.621469
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–65%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.04",
              "scenarioId": "agent",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 18.75,
              "totalMinutes": 55.160362,
              "parts": [
                0,
                47.759046,
                7.401316,
                0
              ],
              "budgetLow": 50.707237,
              "budgetHigh": 59.613487,
              "humanActivities": [
                {
                  "id": "PM09.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 4.605263
                },
                {
                  "id": "PM09.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 14.309211
                },
                {
                  "id": "PM09.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 1.480263
                },
                {
                  "id": "PM09.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.098684
                },
                {
                  "id": "PM09.04.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将异常行链接回源数据并归组相同故障；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 22.265625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。；只计超出常规检查的返工。",
                  "minutes": 7.401316
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM09.05",
              "scenarioId": "agent",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 4.0,
              "totalMinutes": 75.11123099999999,
              "parts": [
                0,
                67.778989,
                7.332242,
                0
              ],
              "budgetLow": 71.47733299999999,
              "budgetHigh": 76.92818,
              "humanActivities": [
                {
                  "id": "PM09.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 9.819967
                },
                {
                  "id": "PM09.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 22.389525
                },
                {
                  "id": "PM09.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 0.392799
                },
                {
                  "id": "PM09.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.654664
                },
                {
                  "id": "PM09.05.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。Agent把同一授权争议材料与反证并列，省去部分手工拼接；最终判断和说明边界仍由PM完成。",
                  "minutes": 34.522034
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些结果值得带入产品讨论，并限定解释边界。；只计超出常规检查的返工。",
                  "minutes": 7.332242
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM09",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 187.200256
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 18.115798
              }
            ]
          },
          "children": [
            {
              "unitId": "PM09.01",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 12.807862,
              "parts": [
                0,
                12.250093,
                0.557769,
                0
              ],
              "budgetLow": 11.741637,
              "budgetHigh": 13.874087,
              "humanActivities": [
                {
                  "id": "PM09.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 2.50996
                },
                {
                  "id": "PM09.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.788845
                },
                {
                  "id": "PM09.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.673307
                },
                {
                  "id": "PM09.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.812749
                },
                {
                  "id": "PM09.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从指标字典装配查询参数与来源表清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 3.465232
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/数据责任人确认查询问题、授权数据集和冻结口径。；只计超出常规检查的返工。",
                  "minutes": 0.557769
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM09.02",
              "scenarioId": "current",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 34.5,
              "totalMinutes": 33.3734,
              "parts": [
                0,
                30.943823,
                2.429577,
                0
              ],
              "budgetLow": 30.118682999999997,
              "budgetHigh": 36.628117,
              "humanActivities": [
                {
                  "id": "PM09.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 2.198189
                },
                {
                  "id": "PM09.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.049296
                },
                {
                  "id": "PM09.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 4.743461
                },
                {
                  "id": "PM09.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.561368
                },
                {
                  "id": "PM09.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按schema生成查询并在授权环境执行；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 11.391509
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 2.429577
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额30%，条件敏感性10–50%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.03",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 16.5,
              "totalMinutes": 11.629191,
              "parts": [
                0,
                11.086785,
                0.542406,
                0
              ],
              "budgetLow": 10.662158,
              "budgetHigh": 12.596224,
              "humanActivities": [
                {
                  "id": "PM09.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 0.542406
                },
                {
                  "id": "PM09.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有预定检查均有通过/失败状态；机器计算结果本身不计人时。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.759369
                },
                {
                  "id": "PM09.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 2.712032
                },
                {
                  "id": "PM09.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有预定检查均有通过/失败状态；机器计算结果本身不计人时。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.688363
                },
                {
                  "id": "PM09.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行固定的缺值、重复键、行数和日期范围检查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 3.384615
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员只补充异常的定位信息，不手工重复计算。；只计超出常规检查的返工。",
                  "minutes": 0.542406
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额30%，条件敏感性10–50%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.04",
              "scenarioId": "current",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 11.25,
              "totalMinutes": 63.766394,
              "parts": [
                0,
                56.354628999999996,
                7.411765,
                0
              ],
              "budgetLow": 58.804159,
              "budgetHigh": 67.074551,
              "humanActivities": [
                {
                  "id": "PM09.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 6.882353
                },
                {
                  "id": "PM09.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 15.176471
                },
                {
                  "id": "PM09.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 1.941176
                },
                {
                  "id": "PM09.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.235294
                },
                {
                  "id": "PM09.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将异常行链接回源数据并归组相同故障；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 28.119335
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。；只计超出常规检查的返工。",
                  "minutes": 7.411765
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM09.05",
              "scenarioId": "current",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 2.4,
              "totalMinutes": 83.739207,
              "parts": [
                0,
                76.564926,
                7.174281,
                0
              ],
              "budgetLow": 80.92955199999999,
              "budgetHigh": 84.943345,
              "humanActivities": [
                {
                  "id": "PM09.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 13.94247
                },
                {
                  "id": "PM09.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 22.876481
                },
                {
                  "id": "PM09.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 0.406091
                },
                {
                  "id": "PM09.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.406091
                },
                {
                  "id": "PM09.05.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 38.933793
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些结果值得带入产品讨论，并限定解释边界。；只计超出常规检查的返工。",
                  "minutes": 7.174281
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM09",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 126.91253
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 12.012546
              }
            ]
          },
          "children": [
            {
              "unitId": "PM09.01",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 6.2164649999999995,
              "parts": [
                0,
                5.960991,
                0.255474,
                0
              ],
              "budgetLow": 5.523068,
              "budgetHigh": 7.140993,
              "humanActivities": [
                {
                  "id": "PM09.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.149635
                },
                {
                  "id": "PM09.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.510949
                },
                {
                  "id": "PM09.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.788321
                },
                {
                  "id": "PM09.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.894161
                },
                {
                  "id": "PM09.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从指标字典装配查询参数与来源表清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.617925
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/数据责任人确认查询问题、授权数据集和冻结口径。；只计超出常规检查的返工。",
                  "minutes": 0.255474
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM09.02",
              "scenarioId": "harness",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 80.5,
              "totalMinutes": 12.581013,
              "parts": [
                0,
                11.300865,
                1.280148,
                0
              ],
              "budgetLow": 10.664347000000001,
              "budgetHigh": 15.775458,
              "humanActivities": [
                {
                  "id": "PM09.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 0.320037
                },
                {
                  "id": "PM09.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.213358
                },
                {
                  "id": "PM09.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 4.37384
                },
                {
                  "id": "PM09.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.560297
                },
                {
                  "id": "PM09.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按schema生成查询并在授权环境执行；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 3.833333
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 1.280148
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额70%，条件敏感性45–85%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.03",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 38.5,
              "totalMinutes": 4.972205000000001,
              "parts": [
                0,
                4.661471000000001,
                0.310734,
                0
              ],
              "budgetLow": 4.246931,
              "budgetHigh": 6.1809970000000005,
              "humanActivities": [
                {
                  "id": "PM09.03.harness.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 2.278719
                },
                {
                  "id": "PM09.03.harness.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有预定检查均有通过/失败状态；机器计算结果本身不计人时。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.932203
                },
                {
                  "id": "PM09.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行固定的缺值、重复键、行数和日期范围检查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 1.450549
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员只补充异常的定位信息，不手工重复计算。；只计超出常规检查的返工。",
                  "minutes": 0.310734
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额70%，条件敏感性45–85%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.04",
              "scenarioId": "harness",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 30.0,
              "totalMinutes": 41.487341,
              "parts": [
                0,
                36.740506,
                4.746835,
                0
              ],
              "budgetLow": 36.930378999999995,
              "budgetHigh": 47.563289999999995,
              "humanActivities": [
                {
                  "id": "PM09.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 4.113924
                },
                {
                  "id": "PM09.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.227848
                },
                {
                  "id": "PM09.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 2.056962
                },
                {
                  "id": "PM09.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.113924
                },
                {
                  "id": "PM09.04.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将异常行链接回源数据并归组相同故障；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 18.227848
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。；只计超出常规检查的返工。",
                  "minutes": 4.746835
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM09.05",
              "scenarioId": "harness",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 6.4,
              "totalMinutes": 73.66805199999999,
              "parts": [
                0,
                68.24869699999999,
                5.419355,
                0
              ],
              "budgetLow": 68.956791,
              "budgetHigh": 76.023682,
              "humanActivities": [
                {
                  "id": "PM09.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 9.935484
                },
                {
                  "id": "PM09.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 21.032258
                },
                {
                  "id": "PM09.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 0.387097
                },
                {
                  "id": "PM09.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.774194
                },
                {
                  "id": "PM09.05.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 36.119664
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些结果值得带入产品讨论，并限定解释边界。；只计超出常规检查的返工。",
                  "minutes": 5.419355
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM09",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 111.028415
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 7.823935
              }
            ]
          },
          "children": [
            {
              "unitId": "PM09.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 28.0,
              "totalMinutes": 4.315685,
              "parts": [
                0,
                4.189331,
                0.126354,
                0
              ],
              "budgetLow": 3.926796,
              "budgetHigh": 5.093463,
              "humanActivities": [
                {
                  "id": "PM09.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 0.758123
                },
                {
                  "id": "PM09.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.252708
                },
                {
                  "id": "PM09.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.768953
                },
                {
                  "id": "PM09.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.631769
                },
                {
                  "id": "PM09.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从指标字典装配查询参数与来源表清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 0.777778
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/数据责任人确认查询问题、授权数据集和冻结口径。；只计超出常规检查的返工。",
                  "minutes": 0.126354
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM09.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 97.75,
              "totalMinutes": 7.988347,
              "parts": [
                0,
                7.348273,
                0.640074,
                0
              ],
              "budgetLow": 6.360988000000001,
              "budgetHigh": 12.056743,
              "humanActivities": [
                {
                  "id": "PM09.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 4.053803
                },
                {
                  "id": "PM09.02.harness_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.853432
                },
                {
                  "id": "PM09.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按schema生成查询并在授权环境执行；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 2.441038
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.640074
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额85%，条件敏感性60–95%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 46.75,
              "totalMinutes": 3.21115,
              "parts": [
                0,
                3.003994,
                0.207156,
                0
              ],
              "budgetLow": 2.727633,
              "budgetHigh": 4.419941000000001,
              "humanActivities": [
                {
                  "id": "PM09.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 1.967985
                },
                {
                  "id": "PM09.03.harness_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有预定检查均有通过/失败状态；机器计算结果本身不计人时。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.310734
                },
                {
                  "id": "PM09.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行固定的缺值、重复键、行数和日期范围检查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 0.725275
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员只补充异常的定位信息，不手工重复计算。；只计超出常规检查的返工。",
                  "minutes": 0.207156
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额85%，条件敏感性60–95%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 37.5,
              "totalMinutes": 33.773579999999995,
              "parts": [
                0,
                30.853498,
                2.920082,
                0
              ],
              "budgetLow": 28.071525,
              "budgetHigh": 40.901148,
              "humanActivities": [
                {
                  "id": "PM09.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 3.227459
                },
                {
                  "id": "PM09.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.608607
                },
                {
                  "id": "PM09.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 2.151639
                },
                {
                  "id": "PM09.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.610656
                },
                {
                  "id": "PM09.04.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将异常行链接回源数据并归组相同故障；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 14.255137
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。；只计超出常规检查的返工。",
                  "minutes": 2.920082
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM09.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 8.0,
              "totalMinutes": 69.563588,
              "parts": [
                0,
                65.633319,
                3.930269,
                0
              ],
              "budgetLow": 63.674887000000005,
              "budgetHigh": 72.31164899999999,
              "humanActivities": [
                {
                  "id": "PM09.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 8.240887
                },
                {
                  "id": "PM09.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.158479
                },
                {
                  "id": "PM09.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 0.507132
                },
                {
                  "id": "PM09.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.394612
                },
                {
                  "id": "PM09.05.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 35.332209
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些结果值得带入产品讨论，并限定解释边界。；只计超出常规检查的返工。",
                  "minutes": 3.930269
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM09",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 111.422153
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 9.179602
              }
            ]
          },
          "children": [
            {
              "unitId": "PM09.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 27.3,
              "totalMinutes": 5.267066,
              "parts": [
                0,
                5.011592,
                0.255474,
                0
              ],
              "budgetLow": 4.763066,
              "budgetHigh": 6.023066,
              "humanActivities": [
                {
                  "id": "PM09.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.021898
                },
                {
                  "id": "PM09.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.510949
                },
                {
                  "id": "PM09.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.660584
                },
                {
                  "id": "PM09.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.894161
                },
                {
                  "id": "PM09.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从指标字典装配查询参数与来源表清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 0.924
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/数据责任人确认查询问题、授权数据集和冻结口径。；只计超出常规检查的返工。",
                  "minutes": 0.255474
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM09.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 92.0,
              "totalMinutes": 10.924738,
              "parts": [
                0,
                9.751268999999999,
                1.173469,
                0
              ],
              "budgetLow": 9.622851,
              "budgetHigh": 14.179455,
              "humanActivities": [
                {
                  "id": "PM09.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 0.213358
                },
                {
                  "id": "PM09.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.106679
                },
                {
                  "id": "PM09.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 4.267161
                },
                {
                  "id": "PM09.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.560297
                },
                {
                  "id": "PM09.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按schema生成查询并在授权环境执行；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 2.603774
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 1.173469
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性55–90%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 44.0,
              "totalMinutes": 4.385111,
              "parts": [
                0,
                4.074377,
                0.310734,
                0
              ],
              "budgetLow": 3.9015940000000002,
              "budgetHigh": 5.593902,
              "humanActivities": [
                {
                  "id": "PM09.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 2.175141
                },
                {
                  "id": "PM09.03.model_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有预定检查均有通过/失败状态；机器计算结果本身不计人时。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.932203
                },
                {
                  "id": "PM09.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行固定的缺值、重复键、行数和日期范围检查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 0.967033
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员只补充异常的定位信息，不手工重复计算。；只计超出常规检查的返工。",
                  "minutes": 0.310734
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性55–90%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 41.25,
              "totalMinutes": 34.524631,
              "parts": [
                0,
                30.866094,
                3.658537,
                0
              ],
              "budgetLow": 28.800946999999997,
              "budgetHigh": 41.679237,
              "humanActivities": [
                {
                  "id": "PM09.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 3.506098
                },
                {
                  "id": "PM09.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.621951
                },
                {
                  "id": "PM09.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 2.134146
                },
                {
                  "id": "PM09.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.72561
                },
                {
                  "id": "PM09.04.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将异常行链接回源数据并归组相同故障；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 12.878289
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。；只计超出常规检查的返工。",
                  "minutes": 3.658537
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM09.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 12.0,
              "totalMinutes": 65.500209,
              "parts": [
                0,
                61.718821,
                3.781388,
                0
              ],
              "budgetLow": 60.009643,
              "budgetHigh": 69.16058600000001,
              "humanActivities": [
                {
                  "id": "PM09.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 8.271787
                },
                {
                  "id": "PM09.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.5613
                },
                {
                  "id": "PM09.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 0.472674
                },
                {
                  "id": "PM09.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.299852
                },
                {
                  "id": "PM09.05.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 31.113208
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些结果值得带入产品讨论，并限定解释边界。；只计超出常规检查的返工。",
                  "minutes": 3.781388
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM09",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 95.669106
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 5.422133
              }
            ]
          },
          "children": [
            {
              "unitId": "PM09.01",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 3.82857,
              "parts": [
                0,
                3.704895,
                0.123675,
                0
              ],
              "budgetLow": 3.572599,
              "budgetHigh": 4.377077,
              "humanActivities": [
                {
                  "id": "PM09.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 0.4947
                },
                {
                  "id": "PM09.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.24735
                },
                {
                  "id": "PM09.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 1.855124
                },
                {
                  "id": "PM09.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.742049
                },
                {
                  "id": "PM09.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从指标字典装配查询参数与来源表清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 0.365672
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/数据责任人确认查询问题、授权数据集和冻结口径。；只计超出常规检查的返工。",
                  "minutes": 0.123675
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM09.02",
              "scenarioId": "rsi",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 105.8,
              "totalMinutes": 6.596547,
              "parts": [
                0,
                6.067081,
                0.529466,
                0
              ],
              "budgetLow": 5.620132000000001,
              "budgetHigh": 9.363056,
              "humanActivities": [
                {
                  "id": "PM09.02.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 3.812155
                },
                {
                  "id": "PM09.02.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.953039
                },
                {
                  "id": "PM09.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按schema生成查询并在授权环境执行；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 1.301887
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.529466
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额92%，条件敏感性75–98%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.03",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 50.6,
              "totalMinutes": 2.6655320000000002,
              "parts": [
                0,
                2.561954,
                0.103578,
                0
              ],
              "budgetLow": 2.375422,
              "budgetHigh": 3.48751,
              "humanActivities": [
                {
                  "id": "PM09.03.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 1.864407
                },
                {
                  "id": "PM09.03.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有预定检查均有通过/失败状态；机器计算结果本身不计人时。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.310734
                },
                {
                  "id": "PM09.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行固定的缺值、重复键、行数和日期范围检查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 0.386813
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员只补充异常的定位信息，不手工重复计算。；只计超出常规检查的返工。",
                  "minutes": 0.103578
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额92%，条件敏感性75–98%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.04",
              "scenarioId": "rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 48.75,
              "totalMinutes": 27.416654,
              "parts": [
                0,
                25.353786,
                2.062868,
                0
              ],
              "budgetLow": 22.106434999999998,
              "budgetHigh": 35.381983,
              "humanActivities": [
                {
                  "id": "PM09.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 2.652259
                },
                {
                  "id": "PM09.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.041257
                },
                {
                  "id": "PM09.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 2.210216
                },
                {
                  "id": "PM09.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.157171
                },
                {
                  "id": "PM09.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将异常行链接回源数据并归组相同故障；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 9.292883
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。；只计超出常规检查的返工。",
                  "minutes": 2.062868
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM09.05",
              "scenarioId": "rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 16.0,
              "totalMinutes": 60.583936,
              "parts": [
                0,
                57.981390000000005,
                2.602546,
                0
              ],
              "budgetLow": 53.245591,
              "budgetHigh": 66.08769600000001,
              "humanActivities": [
                {
                  "id": "PM09.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 6.902405
                },
                {
                  "id": "PM09.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.028289
                },
                {
                  "id": "PM09.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 0.452617
                },
                {
                  "id": "PM09.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.244696
                },
                {
                  "id": "PM09.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 29.353383
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些结果值得带入产品讨论，并限定解释边界。；只计超出常规检查的返工。",
                  "minutes": 2.602546
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM09",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 22.10222
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 1.084427
              }
            ]
          },
          "children": [
            {
              "unitId": "PM09.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 34.3,
              "totalMinutes": 0.815183,
              "parts": [
                0,
                0.790448,
                0.024735,
                0
              ],
              "budgetLow": 0.742049,
              "budgetHigh": 0.924885,
              "humanActivities": [
                {
                  "id": "PM09.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 0.09894
                },
                {
                  "id": "PM09.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.061837
                },
                {
                  "id": "PM09.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 0.371025
                },
                {
                  "id": "PM09.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用已批准指标版本和获准数据范围；缺失字段明确记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.185512
                },
                {
                  "id": "PM09.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从指标字典装配查询参数与来源表清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/数据责任人确认查询问题、授权数据集和冻结口径。",
                  "minutes": 0.073134
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/数据责任人确认查询问题、授权数据集和冻结口径。；只计超出常规检查的返工。",
                  "minutes": 0.024735
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM09.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 111.55,
              "totalMinutes": 1.594792,
              "parts": [
                0,
                1.488899,
                0.105893,
                0
              ],
              "budgetLow": 1.106584,
              "budgetHigh": 2.408471,
              "humanActivities": [
                {
                  "id": "PM09.02.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 0.762431
                },
                {
                  "id": "PM09.02.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：查询可在同一数据快照重放；过滤、联接和分母与定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.23826
                },
                {
                  "id": "PM09.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按schema生成查询并在授权环境执行；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。",
                  "minutes": 0.488208
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者选择已批准表和参数，并记录查询配置；数据库运行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.105893
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额97%，条件敏感性92–100%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 53.35,
              "totalMinutes": 0.616336,
              "parts": [
                0,
                0.59562,
                0.020716,
                0
              ],
              "budgetLow": 0.471281,
              "budgetHigh": 0.858094,
              "humanActivities": [
                {
                  "id": "PM09.03.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 0.372881
                },
                {
                  "id": "PM09.03.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：所有预定检查均有通过/失败状态；机器计算结果本身不计人时。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.077684
                },
                {
                  "id": "PM09.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助运行固定的缺值、重复键、行数和日期范围检查；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：数据操作人员只补充异常的定位信息，不手工重复计算。",
                  "minutes": 0.145055
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：数据操作人员只补充异常的定位信息，不手工重复计算。；只计超出常规检查的返工。",
                  "minutes": 0.020716
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额97%，条件敏感性92–100%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM09.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 71.25,
              "totalMinutes": 5.512231,
              "parts": [
                0,
                5.099657,
                0.412574,
                0
              ],
              "budgetLow": 4.450187000000001,
              "budgetHigh": 8.16734,
              "humanActivities": [
                {
                  "id": "PM09.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 0.530452
                },
                {
                  "id": "PM09.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.510314
                },
                {
                  "id": "PM09.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 0.442043
                },
                {
                  "id": "PM09.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：影响结果的异常可定位到来源表和日期；未知数据问题不静默排除。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.289293
                },
                {
                  "id": "PM09.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将异常行链接回源数据并归组相同故障；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。",
                  "minutes": 1.327555
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者调查可能改变结果的异常，并向数据责任人确认源端含义。；只计超出常规检查的返工。",
                  "minutes": 0.412574
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM09.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 64.0,
              "totalMinutes": 14.648105000000001,
              "parts": [
                0,
                14.127596,
                0.520509,
                0
              ],
              "budgetLow": 9.144345000000001,
              "budgetHigh": 21.986451,
              "humanActivities": [
                {
                  "id": "PM09.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 1.380481
                },
                {
                  "id": "PM09.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.007072
                },
                {
                  "id": "PM09.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些结果值得带入产品讨论，并限定解释边界。",
                  "minutes": 0.090523
                },
                {
                  "id": "PM09.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条业务解释与查询观察分开；缺失、偏差和适用时间窗清晰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.311174
                },
                {
                  "id": "PM09.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 7.338346
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM09.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些结果值得带入产品讨论，并限定解释边界。；只计超出常规检查的返工。",
                  "minutes": 0.520509
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        }
      ]
    },
    "PM10": {
      "task": {
        "taskId": "PM10",
        "title": "设计实验、指标和停止规则",
        "baselineMinutes": 300,
        "workload": "一个合成检验方案：1个假设、2个分组、1个主指标、3个护栏和1个预设停止条件；输出1份分析计划。",
        "inputState": "假设、可用流量、随机化单位候选、历史波动、指标字典、客户影响边界和实验模板已提供；设计选择仍需方法判断。",
        "output": "分组、样本计划、主指标、护栏、停止规则和解释边界。",
        "qualityGate": [
          "设计与假设对应，方法假设和样本限制可追溯。",
          "主要分析与停止条件在看结果前确定。",
          "伦理、客户风险和正式实验批准人明确。"
        ],
        "scopeExclusions": [
          "不执行实验、不分配真实客户、不发布实验结果。",
          "不替方法/业务责任人批准客户风险或因果结论。"
        ],
        "sourceIds": [
          "EMP-DELLACQUA-BCG-2026",
          "EMP-PMEVAL-2026",
          "FR-GDPVAL"
        ],
        "subtasks": [
          {
            "id": "PM10.01",
            "title": "整理假设、指标与实施约束",
            "baselineMinutes": 35,
            "output": "假设、结果变量、实验单位和业务边界表。",
            "acceptance": "假设中的变化、对象和结果均可观察；约束有来源。",
            "mechanism": "extract",
            "aiOpportunity": "可从研究材料提取假设要素和指标定义。",
            "humanActivity": "PM/分析人员确认问题确需实验回答且指标已有定义。",
            "nonUseCondition": "假设中的结果没有可测指标或产品不能按指定单位分组时，不进入设计计算。"
          },
          {
            "id": "PM10.02",
            "title": "生成可行分组与对照设计",
            "baselineMinutes": 45,
            "output": "分组、随机化或替代比较方案候选及前提。",
            "acceptance": "候选方案描述目标总体、分组单位和潜在干扰。",
            "mechanism": "generate",
            "aiOpportunity": "可提出设计候选并列明每种设计要求的输入条件。",
            "humanActivity": "PM与研究人员排除不适合当前产品流量和使用场景的候选。",
            "nonUseCondition": "不同分组会相互影响且无法隔离时，不将个体随机化写为可行设计。"
          },
          {
            "id": "PM10.03",
            "title": "计算样本量和公式结果",
            "baselineMinutes": 30,
            "output": "按给定参数计算的样本量、时间窗和复算记录。",
            "acceptance": "公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。",
            "mechanism": "execute",
            "aiOpportunity": "可将已选公式与给定参数用于可复现计算。",
            "humanActivity": "分析人员只核对参数含义和公式选择，不手算重复结果。",
            "nonUseCondition": "历史波动或最小可检测差异没有来源依据时，不输出看似精确的样本要求。"
          },
          {
            "id": "PM10.04",
            "title": "裁定识别条件、护栏与停止取舍",
            "baselineMinutes": 115,
            "output": "识别假设、护栏失效时的暂停条件和残余限制。",
            "acceptance": "可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。",
            "mechanism": "judge",
            "aiOpportunity": "可指出分组、测量和停止规则之间的不一致并提出反例。",
            "humanActivity": "PM与分析/研究人员判断识别前提、客户影响和接受风险。",
            "nonUseCondition": "关键混杂因素无法观察或客户风险没有授权阈值时，不给出因果可识别或可运行结论。"
          },
          {
            "id": "PM10.05",
            "title": "登记分析计划并交由批准人",
            "baselineMinutes": 75,
            "output": "固定分析计划、变更日志和待审批事项。",
            "acceptance": "主要分析和停止条件在采集结果前冻结；批准状态明确。",
            "mechanism": "coordinate",
            "aiOpportunity": "可整理预注册字段、版本和批准待办。",
            "humanActivity": "PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
            "nonUseCondition": "客户影响批准尚未取得时，不创建生产实验或招募实际参与者。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM10",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 180.647317
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 23.412726
              }
            ]
          },
          "children": [
            {
              "unitId": "PM10.01",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 17.5,
              "totalMinutes": 12.732371,
              "parts": [
                0,
                11.722756,
                1.009615,
                0
              ],
              "budgetLow": 11.891025,
              "budgetHigh": 13.854166000000001,
              "humanActivities": [
                {
                  "id": "PM10.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 2.860577
                },
                {
                  "id": "PM10.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.870192
                },
                {
                  "id": "PM10.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 0.841346
                },
                {
                  "id": "PM10.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.346154
                },
                {
                  "id": "PM10.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从研究材料提取假设要素和指标定义；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 2.804487
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员确认问题确需实验回答且指标已有定义。；只计超出常规检查的返工。",
                  "minutes": 1.009615
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.02",
              "scenarioId": "agent",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 11.25,
              "totalMinutes": 25.853493999999998,
              "parts": [
                0,
                23.594807,
                2.258687,
                0
              ],
              "budgetLow": 23.844957,
              "budgetHigh": 27.862031,
              "humanActivities": [
                {
                  "id": "PM10.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 3.996139
                },
                {
                  "id": "PM10.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.776062
                },
                {
                  "id": "PM10.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 1.042471
                },
                {
                  "id": "PM10.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.737452
                },
                {
                  "id": "PM10.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出设计候选并列明每种设计要求的输入条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 10.042683
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与研究人员排除不适合当前产品流量和使用场景的候选。；只计超出常规检查的返工。",
                  "minutes": 2.258687
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.03",
              "scenarioId": "agent",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 1.5,
              "totalMinutes": 7.639717,
              "parts": [
                0,
                7.320568,
                0.319149,
                0
              ],
              "budgetLow": 7.373051,
              "budgetHigh": 7.773051000000001,
              "humanActivities": [
                {
                  "id": "PM10.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 0.425532
                },
                {
                  "id": "PM10.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.425532
                },
                {
                  "id": "PM10.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 1.914894
                },
                {
                  "id": "PM10.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.021277
                },
                {
                  "id": "PM10.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将已选公式与给定参数用于可复现计算；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 2.533333
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员只核对参数含义和公式选择，不手算重复结果。；只计超出常规检查的返工。",
                  "minutes": 0.319149
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。样本/功效和统计假设需设计判断，不能仅靠脚本运行通过。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.04",
              "scenarioId": "agent",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 5.75,
              "totalMinutes": 118.210996,
              "parts": [
                0,
                101.391733,
                16.819263,
                0
              ],
              "budgetLow": 112.374529,
              "budgetHigh": 121.12922900000001,
              "humanActivities": [
                {
                  "id": "PM10.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 10.39239
                },
                {
                  "id": "PM10.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 32.954816
                },
                {
                  "id": "PM10.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 0.68371
                },
                {
                  "id": "PM10.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.914388
                },
                {
                  "id": "PM10.04.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。只读定位审批记录和变更状态减少检索；是否可发布仍由PM判断。",
                  "minutes": 55.446429
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与分析/研究人员判断识别前提、客户影响和接受风险。；只计超出常规检查的返工。",
                  "minutes": 16.819263
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.05",
              "scenarioId": "agent",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 18.75,
              "totalMinutes": 39.623464999999996,
              "parts": [
                0,
                36.617453,
                3.006012,
                0
              ],
              "budgetLow": 36.778932,
              "budgetHigh": 42.467998,
              "humanActivities": [
                {
                  "id": "PM10.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 5.11022
                },
                {
                  "id": "PM10.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.076152
                },
                {
                  "id": "PM10.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 0.601202
                },
                {
                  "id": "PM10.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.803607
                },
                {
                  "id": "PM10.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.803607
                },
                {
                  "id": "PM10.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理预注册字段、版本和批准待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 14.222665
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。；只计超出常规检查的返工。",
                  "minutes": 3.006012
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM10",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 212.46835
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 23.214567
              }
            ]
          },
          "children": [
            {
              "unitId": "PM10.01",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 15.709791000000001,
              "parts": [
                0,
                14.807729,
                0.902062,
                0
              ],
              "budgetLow": 14.428745000000001,
              "budgetHigh": 16.990836,
              "humanActivities": [
                {
                  "id": "PM10.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 4.329897
                },
                {
                  "id": "PM10.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.149485
                },
                {
                  "id": "PM10.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 1.082474
                },
                {
                  "id": "PM10.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.082474
                },
                {
                  "id": "PM10.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从研究材料提取假设要素和指标定义；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 4.163399
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员确认问题确需实验回答且指标已有定义。；只计超出常规检查的返工。",
                  "minutes": 0.902062
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.02",
              "scenarioId": "current",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 6.75,
              "totalMinutes": 30.950997,
              "parts": [
                0,
                28.592126,
                2.358871,
                0
              ],
              "budgetLow": 28.723165,
              "budgetHigh": 32.436219,
              "humanActivities": [
                {
                  "id": "PM10.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 5.987903
                },
                {
                  "id": "PM10.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.076613
                },
                {
                  "id": "PM10.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 1.270161
                },
                {
                  "id": "PM10.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.633065
                },
                {
                  "id": "PM10.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出设计候选并列明每种设计要求的输入条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 12.624384
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与研究人员排除不适合当前产品流量和使用场景的候选。；只计超出常规检查的返工。",
                  "minutes": 2.358871
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.03",
              "scenarioId": "current",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 0.9,
              "totalMinutes": 9.178794,
              "parts": [
                0,
                8.835283,
                0.343511,
                0
              ],
              "budgetLow": 8.962617999999999,
              "budgetHigh": 9.271441,
              "humanActivities": [
                {
                  "id": "PM10.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 0.916031
                },
                {
                  "id": "PM10.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.572519
                },
                {
                  "id": "PM10.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 2.519084
                },
                {
                  "id": "PM10.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.832061
                },
                {
                  "id": "PM10.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将已选公式与给定参数用于可复现计算；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 2.995588
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员只核对参数含义和公式选择，不手算重复结果。；只计超出常规检查的返工。",
                  "minutes": 0.343511
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。样本/功效和统计假设需设计判断，不能仅靠脚本运行通过。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.04",
              "scenarioId": "current",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 3.45,
              "totalMinutes": 131.612438,
              "parts": [
                0,
                115.14185,
                16.470588,
                0
              ],
              "budgetLow": 126.932705,
              "budgetHigh": 133.618038,
              "humanActivities": [
                {
                  "id": "PM10.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 15.0
                },
                {
                  "id": "PM10.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 33.088235
                },
                {
                  "id": "PM10.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 0.588235
                },
                {
                  "id": "PM10.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.617647
                },
                {
                  "id": "PM10.04.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 64.847733
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与分析/研究人员判断识别前提、客户影响和接受风险。；只计超出常规检查的返工。",
                  "minutes": 16.470588
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.05",
              "scenarioId": "current",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 7.5,
              "totalMinutes": 48.230897000000006,
              "parts": [
                0,
                45.091362000000004,
                3.139535,
                0
              ],
              "budgetLow": 46.127723,
              "budgetHigh": 50.334072,
              "humanActivities": [
                {
                  "id": "PM10.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 7.5
                },
                {
                  "id": "PM10.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.255814
                },
                {
                  "id": "PM10.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 1.046512
                },
                {
                  "id": "PM10.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.918605
                },
                {
                  "id": "PM10.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.44186
                },
                {
                  "id": "PM10.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理预注册字段、版本和批准待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 18.928571
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。；只计超出常规检查的返工。",
                  "minutes": 3.139535
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM10",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 203.559015
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 17.090683
              }
            ]
          },
          "children": [
            {
              "unitId": "PM10.01",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 9.679168,
              "parts": [
                0,
                9.012501,
                0.666667,
                0
              ],
              "budgetLow": 8.816668,
              "budgetHigh": 10.829168,
              "humanActivities": [
                {
                  "id": "PM10.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 2.666667
                },
                {
                  "id": "PM10.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.166667
                },
                {
                  "id": "PM10.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 1.166667
                },
                {
                  "id": "PM10.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.0
                },
                {
                  "id": "PM10.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从研究材料提取假设要素和指标定义；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 2.0125
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员确认问题确需实验回答且指标已有定义。；只计超出常规检查的返工。",
                  "minutes": 0.666667
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.02",
              "scenarioId": "harness",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 22.656997999999998,
              "parts": [
                0,
                21.111196,
                1.545802,
                0
              ],
              "budgetLow": 20.520063999999998,
              "budgetHigh": 25.506244,
              "humanActivities": [
                {
                  "id": "PM10.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 3.950382
                },
                {
                  "id": "PM10.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.152672
                },
                {
                  "id": "PM10.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 1.20229
                },
                {
                  "id": "PM10.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.545802
                },
                {
                  "id": "PM10.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出设计候选并列明每种设计要求的输入条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 9.26005
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与研究人员排除不适合当前产品流量和使用场景的候选。；只计超出常规检查的返工。",
                  "minutes": 1.545802
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.03",
              "scenarioId": "harness",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 2.4,
              "totalMinutes": 37.646853,
              "parts": [
                0,
                37.437063,
                0.20979,
                0
              ],
              "budgetLow": 33.146853,
              "budgetHigh": 39.896853,
              "humanActivities": [
                {
                  "id": "PM10.03.harness.02",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 2.412587
                },
                {
                  "id": "PM10.03.harness.03",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.524476
                },
                {
                  "id": "PM10.03.harness.01",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将已选公式与给定参数用于可复现计算；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 34.5
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员只核对参数含义和公式选择，不手算重复结果。；只计超出常规检查的返工。",
                  "minutes": 0.20979
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。样本/功效和统计假设需设计判断，不能仅靠脚本运行通过。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.04",
              "scenarioId": "harness",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 9.2,
              "totalMinutes": 118.760103,
              "parts": [
                0,
                105.952366,
                12.807737,
                0
              ],
              "budgetLow": 110.81361700000001,
              "budgetHigh": 122.733346,
              "humanActivities": [
                {
                  "id": "PM10.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 10.650645
                },
                {
                  "id": "PM10.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 32.086753
                },
                {
                  "id": "PM10.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 0.674091
                },
                {
                  "id": "PM10.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.617819
                },
                {
                  "id": "PM10.04.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 60.923058
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与分析/研究人员判断识别前提、客户影响和接受风险。；只计超出常规检查的返工。",
                  "minutes": 12.807737
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.05",
              "scenarioId": "harness",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 26.25,
              "totalMinutes": 31.906575999999998,
              "parts": [
                0,
                30.045889,
                1.860687,
                0
              ],
              "budgetLow": 29.002563,
              "budgetHigh": 35.778594,
              "humanActivities": [
                {
                  "id": "PM10.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 5.295802
                },
                {
                  "id": "PM10.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.874046
                },
                {
                  "id": "PM10.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 0.715649
                },
                {
                  "id": "PM10.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.145038
                },
                {
                  "id": "PM10.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.431298
                },
                {
                  "id": "PM10.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理预注册字段、版本和批准待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 12.584056
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。；只计超出常规检查的返工。",
                  "minutes": 1.860687
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM10",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 158.808258
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 12.207122
              }
            ]
          },
          "children": [
            {
              "unitId": "PM10.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 28.0,
              "totalMinutes": 7.387898999999999,
              "parts": [
                0,
                7.062317999999999,
                0.325581,
                0
              ],
              "budgetLow": 6.868367999999999,
              "budgetHigh": 8.426962,
              "humanActivities": [
                {
                  "id": "PM10.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 1.953488
                },
                {
                  "id": "PM10.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.627907
                },
                {
                  "id": "PM10.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 1.302326
                },
                {
                  "id": "PM10.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.139535
                },
                {
                  "id": "PM10.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从研究材料提取假设要素和指标定义；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 1.039062
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员确认问题确需实验回答且指标已有定义。；只计超出常规检查的返工。",
                  "minutes": 0.325581
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 20.25,
              "totalMinutes": 19.72519,
              "parts": [
                0,
                18.549817,
                1.175373,
                0
              ],
              "budgetLow": 16.948594999999997,
              "budgetHigh": 22.501786,
              "humanActivities": [
                {
                  "id": "PM10.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 3.022388
                },
                {
                  "id": "PM10.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.533582
                },
                {
                  "id": "PM10.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 1.343284
                },
                {
                  "id": "PM10.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.014925
                },
                {
                  "id": "PM10.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出设计候选并列明每种设计要求的输入条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 7.635638
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与研究人员排除不适合当前产品流量和使用场景的候选。；只计超出常规检查的返工。",
                  "minutes": 1.175373
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 3.0,
              "totalMinutes": 5.191999,
              "parts": [
                0,
                5.087104,
                0.104895,
                0
              ],
              "budgetLow": 4.728763,
              "budgetHigh": 5.408175,
              "humanActivities": [
                {
                  "id": "PM10.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 2.097902
                },
                {
                  "id": "PM10.03.harness_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.20979
                },
                {
                  "id": "PM10.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将已选公式与给定参数用于可复现计算；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 2.779412
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员只核对参数含义和公式选择，不手算重复结果。；只计超出常规检查的返工。",
                  "minutes": 0.104895
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。样本/功效和统计假设需设计判断，不能仅靠脚本运行通过。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 11.5,
              "totalMinutes": 111.945227,
              "parts": [
                0,
                102.56017,
                9.385057,
                0
              ],
              "budgetLow": 102.033858,
              "budgetHigh": 116.570533,
              "humanActivities": [
                {
                  "id": "PM10.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 9.12069
                },
                {
                  "id": "PM10.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 31.45977
                },
                {
                  "id": "PM10.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 0.528736
                },
                {
                  "id": "PM10.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.982759
                },
                {
                  "id": "PM10.04.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 59.468215
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与分析/研究人员判断识别前提、客户影响和接受风险。；只计超出常规检查的返工。",
                  "minutes": 9.385057
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 33.75,
              "totalMinutes": 26.765065,
              "parts": [
                0,
                25.548849,
                1.216216,
                0
              ],
              "budgetLow": 23.076539999999998,
              "budgetHigh": 31.37572,
              "humanActivities": [
                {
                  "id": "PM10.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 4.72973
                },
                {
                  "id": "PM10.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.837838
                },
                {
                  "id": "PM10.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 0.540541
                },
                {
                  "id": "PM10.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.081081
                },
                {
                  "id": "PM10.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.216216
                },
                {
                  "id": "PM10.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理预注册字段、版本和批准待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 10.143443
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。；只计超出常规检查的返工。",
                  "minutes": 1.216216
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM10",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 152.892256
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 12.135325
              }
            ]
          },
          "children": [
            {
              "unitId": "PM10.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 27.3,
              "totalMinutes": 8.149253999999999,
              "parts": [
                0,
                7.660882,
                0.488372,
                0
              ],
              "budgetLow": 7.522388,
              "budgetHigh": 9.089552,
              "humanActivities": [
                {
                  "id": "PM10.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 2.116279
                },
                {
                  "id": "PM10.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.953488
                },
                {
                  "id": "PM10.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 1.302326
                },
                {
                  "id": "PM10.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.139535
                },
                {
                  "id": "PM10.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从研究材料提取假设要素和指标定义；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 1.149254
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员确认问题确需实验回答且指标已有定义。；只计超出常规检查的返工。",
                  "minutes": 0.488372
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 24.75,
              "totalMinutes": 18.540276000000002,
              "parts": [
                0,
                17.41928,
                1.120996,
                0
              ],
              "budgetLow": 15.922929,
              "budgetHigh": 21.811959,
              "humanActivities": [
                {
                  "id": "PM10.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 3.202847
                },
                {
                  "id": "PM10.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.80427
                },
                {
                  "id": "PM10.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 1.441281
                },
                {
                  "id": "PM10.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.081851
                },
                {
                  "id": "PM10.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出设计候选并列明每种设计要求的输入条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 5.889031
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与研究人员排除不适合当前产品流量和使用场景的候选。；只计超出常规检查的返工。",
                  "minutes": 1.120996
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 4.5,
              "totalMinutes": 5.457168,
              "parts": [
                0,
                5.352273,
                0.104895,
                0
              ],
              "budgetLow": 4.993933,
              "budgetHigh": 5.765992,
              "humanActivities": [
                {
                  "id": "PM10.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 2.202797
                },
                {
                  "id": "PM10.03.model_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.524476
                },
                {
                  "id": "PM10.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将已选公式与给定参数用于可复现计算；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 2.625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员只核对参数含义和公式选择，不手算重复结果。；只计超出常规检查的返工。",
                  "minutes": 0.104895
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。样本/功效和统计假设需设计判断，不能仅靠脚本运行通过。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 17.25,
              "totalMinutes": 103.14871199999999,
              "parts": [
                0,
                94.529868,
                8.618844,
                0
              ],
              "budgetLow": 94.071833,
              "budgetHigh": 109.19996499999999,
              "humanActivities": [
                {
                  "id": "PM10.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 8.865096
                },
                {
                  "id": "PM10.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 31.520343
                },
                {
                  "id": "PM10.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 0.615632
                },
                {
                  "id": "PM10.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.093148
                },
                {
                  "id": "PM10.04.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 51.435649
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与分析/研究人员判断识别前提、客户影响和接受风险。；只计超出常规检查的返工。",
                  "minutes": 8.618844
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 30.0,
              "totalMinutes": 29.732171,
              "parts": [
                0,
                27.929953,
                1.802218,
                0
              ],
              "budgetLow": 26.013684,
              "budgetHigh": 33.450659,
              "humanActivities": [
                {
                  "id": "PM10.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 4.990758
                },
                {
                  "id": "PM10.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.733826
                },
                {
                  "id": "PM10.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 0.693161
                },
                {
                  "id": "PM10.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.109057
                },
                {
                  "id": "PM10.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.247689
                },
                {
                  "id": "PM10.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理预注册字段、版本和批准待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 11.155462
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。；只计超出常规检查的返工。",
                  "minutes": 1.802218
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM10",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 139.175888
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 8.117818
              }
            ]
          },
          "children": [
            {
              "unitId": "PM10.01",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 6.290673,
              "parts": [
                0,
                5.986325,
                0.304348,
                0
              ],
              "budgetLow": 5.935027,
              "budgetHigh": 7.052769,
              "humanActivities": [
                {
                  "id": "PM10.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 1.521739
                },
                {
                  "id": "PM10.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.369565
                },
                {
                  "id": "PM10.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 1.369565
                },
                {
                  "id": "PM10.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.217391
                },
                {
                  "id": "PM10.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从研究材料提取假设要素和指标定义；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 0.508065
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员确认问题确需实验回答且指标已有定义。；只计超出常规检查的返工。",
                  "minutes": 0.304348
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.02",
              "scenarioId": "rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 15.976017,
              "parts": [
                0,
                15.213305,
                0.762712,
                0
              ],
              "budgetLow": 13.384394,
              "budgetHigh": 19.215546,
              "humanActivities": [
                {
                  "id": "PM10.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 2.59322
                },
                {
                  "id": "PM10.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.271186
                },
                {
                  "id": "PM10.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 1.372881
                },
                {
                  "id": "PM10.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.440678
                },
                {
                  "id": "PM10.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出设计候选并列明每种设计要求的输入条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 4.53534
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与研究人员排除不适合当前产品流量和使用场景的候选。；只计超出常规检查的返工。",
                  "minutes": 0.762712
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.03",
              "scenarioId": "rsi",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 6.0,
              "totalMinutes": 4.643002,
              "parts": [
                0,
                4.539554,
                0.103448,
                0
              ],
              "budgetLow": 4.025355,
              "budgetHigh": 5.106238,
              "humanActivities": [
                {
                  "id": "PM10.03.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 1.862069
                },
                {
                  "id": "PM10.03.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.206897
                },
                {
                  "id": "PM10.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将已选公式与给定参数用于可复现计算；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 2.470588
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员只核对参数含义和公式选择，不手算重复结果。；只计超出常规检查的返工。",
                  "minutes": 0.103448
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。样本/功效和统计假设需设计判断，不能仅靠脚本运行通过。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.04",
              "scenarioId": "rsi",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 23.0,
              "totalMinutes": 96.778197,
              "parts": [
                0,
                90.89283400000001,
                5.885363,
                0
              ],
              "budgetLow": 84.501508,
              "budgetHigh": 105.985713,
              "humanActivities": [
                {
                  "id": "PM10.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 7.650972
                },
                {
                  "id": "PM10.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 31.663255
                },
                {
                  "id": "PM10.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 0.470829
                },
                {
                  "id": "PM10.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.001024
                },
                {
                  "id": "PM10.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 49.106754
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与分析/研究人员判断识别前提、客户影响和接受风险。；只计超出常规检查的返工。",
                  "minutes": 5.885363
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.05",
              "scenarioId": "rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 41.25,
              "totalMinutes": 23.605817000000002,
              "parts": [
                0,
                22.543870000000002,
                1.061947,
                0
              ],
              "budgetLow": 20.134992,
              "budgetHigh": 28.812055,
              "humanActivities": [
                {
                  "id": "PM10.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 4.247788
                },
                {
                  "id": "PM10.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.964602
                },
                {
                  "id": "PM10.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 0.530973
                },
                {
                  "id": "PM10.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.061947
                },
                {
                  "id": "PM10.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.929204
                },
                {
                  "id": "PM10.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理预注册字段、版本和批准待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 7.809356
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。；只计超出常规检查的返工。",
                  "minutes": 1.061947
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM10",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 33.031171
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 1.623564
              }
            ]
          },
          "children": [
            {
              "unitId": "PM10.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 34.3,
              "totalMinutes": 1.387483,
              "parts": [
                0,
                1.326613,
                0.06087,
                0
              ],
              "budgetLow": 1.28587,
              "budgetHigh": 1.539902,
              "humanActivities": [
                {
                  "id": "PM10.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 0.304348
                },
                {
                  "id": "PM10.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.342391
                },
                {
                  "id": "PM10.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 0.273913
                },
                {
                  "id": "PM10.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：假设中的变化、对象和结果均可观察；约束有来源。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.304348
                },
                {
                  "id": "PM10.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从研究材料提取假设要素和指标定义；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员确认问题确需实验回答且指标已有定义。",
                  "minutes": 0.101613
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员确认问题确需实验回答且指标已有定义。；只计超出常规检查的返工。",
                  "minutes": 0.06087
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 42.75,
              "totalMinutes": 3.271634,
              "parts": [
                0,
                3.119092,
                0.152542,
                0
              ],
              "budgetLow": 2.7533090000000002,
              "budgetHigh": 4.567445,
              "humanActivities": [
                {
                  "id": "PM10.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 0.518644
                },
                {
                  "id": "PM10.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.067797
                },
                {
                  "id": "PM10.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 0.274576
                },
                {
                  "id": "PM10.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：候选方案描述目标总体、分组单位和潜在干扰。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.610169
                },
                {
                  "id": "PM10.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助提出设计候选并列明每种设计要求的输入条件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与研究人员排除不适合当前产品流量和使用场景的候选。",
                  "minutes": 0.647906
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与研究人员排除不适合当前产品流量和使用场景的候选。；只计超出常规检查的返工。",
                  "minutes": 0.152542
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 24.0,
              "totalMinutes": 1.062475,
              "parts": [
                0,
                1.041785,
                0.02069,
                0
              ],
              "budgetLow": 0.59924,
              "budgetHigh": 1.6801220000000001,
              "humanActivities": [
                {
                  "id": "PM10.03.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 0.372414
                },
                {
                  "id": "PM10.03.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：公式、单位、参数来源和代码版本可复核；计算机执行时间不计人工分钟。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.051724
                },
                {
                  "id": "PM10.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将已选公式与给定参数用于可复现计算；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员只核对参数含义和公式选择，不手算重复结果。",
                  "minutes": 0.617647
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员只核对参数含义和公式选择，不手算重复结果。；只计超出常规检查的返工。",
                  "minutes": 0.02069
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。样本/功效和统计假设需设计判断，不能仅靠脚本运行通过。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 115.0,
              "eligibleMinutes": 115.0,
              "adoptedMinutes": 115.0,
              "delegatedMinutes": 92.0,
              "totalMinutes": 23.494191,
              "parts": [
                0,
                22.317118,
                1.177073,
                0
              ],
              "budgetLow": 14.286675,
              "budgetHigh": 35.77088,
              "humanActivities": [
                {
                  "id": "PM10.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 1.530194
                },
                {
                  "id": "PM10.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.915814
                },
                {
                  "id": "PM10.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与分析/研究人员判断识别前提、客户影响和接受风险。",
                  "minutes": 0.094166
                },
                {
                  "id": "PM10.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可区分设计能识别与不能识别的效果；护栏不被平均主指标掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.500256
                },
                {
                  "id": "PM10.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 12.276688
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与分析/研究人员判断识别前提、客户影响和接受风险。；只计超出常规检查的返工。",
                  "minutes": 1.177073
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=115.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM10.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 67.5,
              "totalMinutes": 5.438952,
              "parts": [
                0,
                5.226563,
                0.212389,
                0
              ],
              "budgetLow": 4.050622,
              "budgetHigh": 8.909777,
              "humanActivities": [
                {
                  "id": "PM10.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 0.849558
                },
                {
                  "id": "PM10.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.99115
                },
                {
                  "id": "PM10.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 0.106195
                },
                {
                  "id": "PM10.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：主要分析和停止条件在采集结果前冻结；批准状态明确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.265487
                },
                {
                  "id": "PM10.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.278761
                },
                {
                  "id": "PM10.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理预注册字段、版本和批准待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。",
                  "minutes": 1.735412
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM10.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与指定方法责任人确认计划版本，并送交有权批准实验影响的人。；只计超出常规检查的返工。",
                  "minutes": 0.212389
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    },
    "PM11": {
      "task": {
        "taskId": "PM11",
        "title": "制作原型或流程样例以验证概念",
        "baselineMinutes": 120,
        "workload": "一个合成概念验证：3条关键流程、5个交互页面、4次受控可用性走查；仅用模拟数据。",
        "inputState": "待验证概念、流程范围、设计组件、模拟数据、原型工具和参与者知情说明已给定；生产接入和实际客户数据未授权。",
        "output": "可操作原型、测试脚本、条件化观察和已知限制。",
        "qualityGate": [
          "原型与真实产品能力明确区分。",
          "走查任务对应关键假设，观察记录保留参与者原话/行为。",
          "结论只适用于本轮原型和参与者条件。"
        ],
        "scopeExclusions": [
          "不连接生产系统或处理真实客户数据。",
          "不推断上线可用性、购买意愿或市场接受度。"
        ],
        "sourceIds": [
          "EMP-CUI-ETAL-DEV-2026",
          "EMP-PMEVAL-2026",
          "FR-OSWORLD"
        ],
        "subtasks": [
          {
            "id": "PM11.01",
            "title": "确定原型边界与走查脚本",
            "baselineMinutes": 20,
            "output": "标明概念范围的页面清单、任务脚本和模拟数据字段。",
            "acceptance": "每个走查任务对应一个待验证假设；限制写明。",
            "mechanism": "coordinate",
            "aiOpportunity": "可将流程假设转成脚本草稿和页面清单。",
            "humanActivity": "PM确定研究问题、模拟数据范围并告知参与者原型限制。",
            "nonUseCondition": "原型可能展示生产功能或让参与者误认为是真实可用服务时，不安排用户走查。"
          },
          {
            "id": "PM11.02",
            "title": "装配可操作原型流程",
            "baselineMinutes": 35,
            "output": "覆盖3条关键流程的可点击原型。",
            "acceptance": "页面跳转和状态变化符合脚本；原型显示概念验证标记。",
            "mechanism": "generate",
            "aiOpportunity": "可按指定设计组件生成页面文本和交互草案。",
            "humanActivity": "设计/产品人员只调整与验证假设有关的交互细节。",
            "nonUseCondition": "指定原型工具会连接生产账户、真实数据或实际执行交易时，不使用该配置。"
          },
          {
            "id": "PM11.03",
            "title": "主持真实参与者走查",
            "baselineMinutes": 35,
            "output": "4次受控走查的行为和原话记录。",
            "acceptance": "参与者按同一任务说明操作；引导提示、失败和观察条件有记录。",
            "mechanism": "interact",
            "aiOpportunity": "可在同意范围内记录观察并辅助实时整理问题点。",
            "humanActivity": "研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
            "nonUseCondition": "参与者未同意记录或原型包含未获许可的敏感信息时，不启用AI观察或录制。"
          },
          {
            "id": "PM11.04",
            "title": "裁定观察与结论适用范围",
            "baselineMinutes": 30,
            "output": "按假设整理的观察、冲突证据和限制说明。",
            "acceptance": "行为证据与解释分开；个别观察没有被包装成普遍结论。",
            "mechanism": "judge",
            "aiOpportunity": "可按假设聚合观察并提出不同解释。",
            "humanActivity": "PM判断观察是否支持、削弱或无法判断目标假设。",
            "nonUseCondition": "样本并非目标使用者或测试任务经主持人过度提示时，不作目标人群可用性结论。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM11",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 125.146802
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 7.859209
              }
            ]
          },
          "children": [
            {
              "unitId": "PM11.01",
              "scenarioId": "agent",
              "baselineMinutes": 20.0,
              "eligibleMinutes": 20.0,
              "adoptedMinutes": 20.0,
              "delegatedMinutes": 5.0,
              "totalMinutes": 16.212594,
              "parts": [
                0,
                16.014574,
                0.19802,
                0
              ],
              "budgetLow": 15.504729,
              "budgetHigh": 16.920459,
              "humanActivities": [
                {
                  "id": "PM11.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 5.148515
                },
                {
                  "id": "PM11.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.970297
                },
                {
                  "id": "PM11.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 0.594059
                },
                {
                  "id": "PM11.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.39604
                },
                {
                  "id": "PM11.01.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.366337
                },
                {
                  "id": "PM11.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将流程假设转成脚本草稿和页面清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 3.539326
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定研究问题、模拟数据范围并告知参与者原型限制。；只计超出常规检查的返工。",
                  "minutes": 0.19802
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=20.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.02",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 8.75,
              "totalMinutes": 19.469636,
              "parts": [
                0,
                17.48583,
                1.983806,
                0
              ],
              "budgetLow": 18.069636000000003,
              "budgetHigh": 20.869636,
              "humanActivities": [
                {
                  "id": "PM11.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 2.834008
                },
                {
                  "id": "PM11.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.251012
                },
                {
                  "id": "PM11.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 1.417004
                },
                {
                  "id": "PM11.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.983806
                },
                {
                  "id": "PM11.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按指定设计组件生成页面文本和交互草案；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 7.0
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：设计/产品人员只调整与验证假设有关的交互细节。；只计超出常规检查的返工。",
                  "minutes": 1.983806
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM11.03",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 1.05,
              "totalMinutes": 64.712308,
              "parts": [
                0,
                62.019999999999996,
                2.692308,
                0
              ],
              "budgetLow": 63.527693,
              "budgetHigh": 65.423078,
              "humanActivities": [
                {
                  "id": "PM11.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 29.346154
                },
                {
                  "id": "PM11.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：参与者按同一任务说明操作；引导提示、失败和观察条件有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.692308
                },
                {
                  "id": "PM11.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在同意范围内记录观察并辅助实时整理问题点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 22.981538
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。；只计超出常规检查的返工。",
                  "minutes": 2.692308
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–8%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.04",
              "scenarioId": "agent",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 1.5,
              "totalMinutes": 32.611473,
              "parts": [
                0,
                29.626398,
                2.985075,
                0
              ],
              "budgetLow": 31.173972999999997,
              "budgetHigh": 33.330223,
              "humanActivities": [
                {
                  "id": "PM11.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 7.164179
                },
                {
                  "id": "PM11.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.208955
                },
                {
                  "id": "PM11.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 0.298507
                },
                {
                  "id": "PM11.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.298507
                },
                {
                  "id": "PM11.04.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。获准研究记录汇总减少查找；对用户证据的最终取舍保留。",
                  "minutes": 13.65625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断观察是否支持、削弱或无法判断目标假设。；只计超出常规检查的返工。",
                  "minutes": 2.985075
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM11",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 152.555178
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 6.772336
              }
            ]
          },
          "children": [
            {
              "unitId": "PM11.01",
              "scenarioId": "current",
              "baselineMinutes": 20.0,
              "eligibleMinutes": 20.0,
              "adoptedMinutes": 20.0,
              "delegatedMinutes": 2.0,
              "totalMinutes": 21.030587999999998,
              "parts": [
                0,
                20.795294,
                0.235294,
                0
              ],
              "budgetLow": 20.523921,
              "budgetHigh": 21.537255,
              "humanActivities": [
                {
                  "id": "PM11.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 7.294118
                },
                {
                  "id": "PM11.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.058824
                },
                {
                  "id": "PM11.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 0.941176
                },
                {
                  "id": "PM11.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.470588
                },
                {
                  "id": "PM11.01.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 4.470588
                },
                {
                  "id": "PM11.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将流程假设转成脚本草稿和页面清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 4.56
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定研究问题、模拟数据范围并告知参与者原型限制。；只计超出常规检查的返工。",
                  "minutes": 0.235294
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=20.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.02",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 5.25,
              "totalMinutes": 23.330354,
              "parts": [
                0,
                21.369147,
                1.961207,
                0
              ],
              "budgetLow": 21.742390999999998,
              "budgetHigh": 24.388996,
              "humanActivities": [
                {
                  "id": "PM11.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 4.224138
                },
                {
                  "id": "PM11.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.375
                },
                {
                  "id": "PM11.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 1.810345
                },
                {
                  "id": "PM11.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.961207
                },
                {
                  "id": "PM11.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按指定设计组件生成页面文本和交互草案；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 8.998457
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：设计/产品人员只调整与验证假设有关的交互细节。；只计超出常规检查的返工。",
                  "minutes": 1.961207
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM11.03",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 0.7,
              "totalMinutes": 78.067797,
              "parts": [
                0,
                76.584746,
                1.483051,
                0
              ],
              "budgetLow": 77.266949,
              "budgetHigh": 78.601695,
              "humanActivities": [
                {
                  "id": "PM11.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 40.635593
                },
                {
                  "id": "PM11.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：参与者按同一任务说明操作；引导提示、失败和观察条件有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.788136
                },
                {
                  "id": "PM11.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在同意范围内记录观察并辅助实时整理问题点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 26.161017
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。；只计超出常规检查的返工。",
                  "minutes": 1.483051
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额2%，条件敏感性0–5%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.04",
              "scenarioId": "current",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 0.9,
              "totalMinutes": 36.898775,
              "parts": [
                0,
                33.805991,
                3.092784,
                0
              ],
              "budgetLow": 35.809471,
              "budgetHigh": 37.36562,
              "humanActivities": [
                {
                  "id": "PM11.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 10.051546
                },
                {
                  "id": "PM11.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.041237
                },
                {
                  "id": "PM11.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 0.309278
                },
                {
                  "id": "PM11.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.309278
                },
                {
                  "id": "PM11.04.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 15.094652
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断观察是否支持、削弱或无法判断目标假设。；只计超出常规检查的返工。",
                  "minutes": 3.092784
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM11",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 120.154426
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 5.105646
              }
            ]
          },
          "children": [
            {
              "unitId": "PM11.01",
              "scenarioId": "harness",
              "baselineMinutes": 20.0,
              "eligibleMinutes": 20.0,
              "adoptedMinutes": 20.0,
              "delegatedMinutes": 7.0,
              "totalMinutes": 14.444423,
              "parts": [
                0,
                14.257507,
                0.186916,
                0
              ],
              "budgetLow": 13.742296,
              "budgetHigh": 15.380593000000001,
              "humanActivities": [
                {
                  "id": "PM11.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 5.420561
                },
                {
                  "id": "PM11.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.056075
                },
                {
                  "id": "PM11.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 0.560748
                },
                {
                  "id": "PM11.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.373832
                },
                {
                  "id": "PM11.01.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.803738
                },
                {
                  "id": "PM11.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将流程假设转成脚本草稿和页面清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 3.042553
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定研究问题、模拟数据范围并告知参与者原型限制。；只计超出常规检查的返工。",
                  "minutes": 0.186916
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=20.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.02",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 15.510100000000001,
              "parts": [
                0,
                14.260100000000001,
                1.25,
                0
              ],
              "budgetLow": 14.078282,
              "budgetHigh": 17.419191,
              "humanActivities": [
                {
                  "id": "PM11.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 2.361111
                },
                {
                  "id": "PM11.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.083333
                },
                {
                  "id": "PM11.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 1.944444
                },
                {
                  "id": "PM11.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.666667
                },
                {
                  "id": "PM11.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按指定设计组件生成页面文本和交互草案；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 6.204545
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：设计/产品人员只调整与验证假设有关的交互细节。；只计超出常规检查的返工。",
                  "minutes": 1.25
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM11.03",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 1.75,
              "totalMinutes": 63.210526,
              "parts": [
                0,
                61.894737,
                1.315789,
                0
              ],
              "budgetLow": 61.947368000000004,
              "budgetHigh": 64.47368399999999,
              "humanActivities": [
                {
                  "id": "PM11.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 29.473684
                },
                {
                  "id": "PM11.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：参与者按同一任务说明操作；引导提示、失败和观察条件有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.421053
                },
                {
                  "id": "PM11.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在同意范围内记录观察并辅助实时整理问题点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 24.0
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。；只计超出常规检查的返工。",
                  "minutes": 1.315789
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–10%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.04",
              "scenarioId": "harness",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 2.4,
              "totalMinutes": 32.095023,
              "parts": [
                0,
                29.742082,
                2.352941,
                0
              ],
              "budgetLow": 30.248869,
              "budgetHigh": 33.0181,
              "humanActivities": [
                {
                  "id": "PM11.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 7.352941
                },
                {
                  "id": "PM11.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.647059
                },
                {
                  "id": "PM11.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 0.294118
                },
                {
                  "id": "PM11.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.294118
                },
                {
                  "id": "PM11.04.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 14.153846
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断观察是否支持、削弱或无法判断目标假设。；只计超出常规检查的返工。",
                  "minutes": 2.352941
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM11",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 108.64786
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 3.737718
              }
            ]
          },
          "children": [
            {
              "unitId": "PM11.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 20.0,
              "eligibleMinutes": 20.0,
              "adoptedMinutes": 20.0,
              "delegatedMinutes": 9.0,
              "totalMinutes": 11.893685,
              "parts": [
                0,
                11.718245999999999,
                0.175439,
                0
              ],
              "budgetLow": 11.013685,
              "budgetHigh": 12.993685000000001,
              "humanActivities": [
                {
                  "id": "PM11.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 4.385965
                },
                {
                  "id": "PM11.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.105263
                },
                {
                  "id": "PM11.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 0.526316
                },
                {
                  "id": "PM11.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.175439
                },
                {
                  "id": "PM11.01.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.105263
                },
                {
                  "id": "PM11.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将流程假设转成脚本草稿和页面清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 2.42
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定研究问题、模拟数据范围并告知参与者原型限制。；只计超出常规检查的返工。",
                  "minutes": 0.175439
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=20.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 12.292571,
              "parts": [
                0,
                11.603595,
                0.688976,
                0
              ],
              "budgetLow": 10.528343,
              "budgetHigh": 14.056799,
              "humanActivities": [
                {
                  "id": "PM11.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 1.791339
                },
                {
                  "id": "PM11.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.515748
                },
                {
                  "id": "PM11.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 1.791339
                },
                {
                  "id": "PM11.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.653543
                },
                {
                  "id": "PM11.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按指定设计组件生成页面文本和交互草案；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 4.851626
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：设计/产品人员只调整与验证假设有关的交互细节。；只计超出常规检查的返工。",
                  "minutes": 0.688976
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM11.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 2.45,
              "totalMinutes": 58.125736,
              "parts": [
                0,
                56.838971,
                1.286765,
                0
              ],
              "budgetLow": 56.025736,
              "budgetHigh": 59.438236,
              "humanActivities": [
                {
                  "id": "PM11.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 23.676471
                },
                {
                  "id": "PM11.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：参与者按同一任务说明操作；引导提示、失败和观察条件有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.75
                },
                {
                  "id": "PM11.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在同意范围内记录观察并辅助实时整理问题点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 24.4125
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。；只计超出常规检查的返工。",
                  "minutes": 1.286765
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额7%，条件敏感性2–15%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 3.0,
              "totalMinutes": 30.073586000000002,
              "parts": [
                0,
                28.487048,
                1.586538,
                0
              ],
              "budgetLow": 27.777668000000002,
              "budgetHigh": 31.145015,
              "humanActivities": [
                {
                  "id": "PM11.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 6.057692
                },
                {
                  "id": "PM11.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.788462
                },
                {
                  "id": "PM11.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 0.432692
                },
                {
                  "id": "PM11.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.432692
                },
                {
                  "id": "PM11.04.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 13.77551
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断观察是否支持、削弱或无法判断目标假设。；只计超出常规检查的返工。",
                  "minutes": 1.586538
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM11",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 107.673
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 4.137212
              }
            ]
          },
          "children": [
            {
              "unitId": "PM11.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 20.0,
              "eligibleMinutes": 20.0,
              "adoptedMinutes": 20.0,
              "delegatedMinutes": 8.0,
              "totalMinutes": 13.086597,
              "parts": [
                0,
                12.906417,
                0.18018,
                0
              ],
              "budgetLow": 12.147821,
              "budgetHigh": 14.025371999999999,
              "humanActivities": [
                {
                  "id": "PM11.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 4.684685
                },
                {
                  "id": "PM11.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.342342
                },
                {
                  "id": "PM11.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 0.720721
                },
                {
                  "id": "PM11.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.18018
                },
                {
                  "id": "PM11.01.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.162162
                },
                {
                  "id": "PM11.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将流程假设转成脚本草稿和页面清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 2.816327
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定研究问题、模拟数据范围并告知参与者原型限制。；只计超出常规检查的返工。",
                  "minutes": 0.18018
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=20.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 19.25,
              "totalMinutes": 12.507882,
              "parts": [
                0,
                11.409843,
                1.098039,
                0
              ],
              "budgetLow": 10.730959,
              "budgetHigh": 14.729036,
              "humanActivities": [
                {
                  "id": "PM11.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 1.921569
                },
                {
                  "id": "PM11.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.784314
                },
                {
                  "id": "PM11.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 1.921569
                },
                {
                  "id": "PM11.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.784314
                },
                {
                  "id": "PM11.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按指定设计组件生成页面文本和交互草案；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 3.998077
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：设计/产品人员只调整与验证假设有关的交互细节。；只计超出常规检查的返工。",
                  "minutes": 1.098039
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM11.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 2.8,
              "totalMinutes": 57.933814,
              "parts": [
                0,
                56.674821,
                1.258993,
                0
              ],
              "budgetLow": 55.441008,
              "budgetHigh": 59.429497,
              "humanActivities": [
                {
                  "id": "PM11.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 24.928058
                },
                {
                  "id": "PM11.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：参与者按同一任务说明操作；引导提示、失败和观察条件有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.81295
                },
                {
                  "id": "PM11.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在同意范围内记录观察并辅助实时整理问题点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 22.933813
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。；只计超出常规检查的返工。",
                  "minutes": 1.258993
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–18%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 4.5,
              "totalMinutes": 28.281919000000002,
              "parts": [
                0,
                26.681919,
                1.6,
                0
              ],
              "budgetLow": 26.138051,
              "budgetHigh": 29.711164,
              "humanActivities": [
                {
                  "id": "PM11.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 5.866667
                },
                {
                  "id": "PM11.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.866667
                },
                {
                  "id": "PM11.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 0.4
                },
                {
                  "id": "PM11.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.4
                },
                {
                  "id": "PM11.04.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 12.148585
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断观察是否支持、削弱或无法判断目标假设。；只计超出常规检查的返工。",
                  "minutes": 1.6
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM11",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 96.250808
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 3.054325
              }
            ]
          },
          "children": [
            {
              "unitId": "PM11.01",
              "scenarioId": "rsi",
              "baselineMinutes": 20.0,
              "eligibleMinutes": 20.0,
              "adoptedMinutes": 20.0,
              "delegatedMinutes": 11.0,
              "totalMinutes": 10.867926,
              "parts": [
                0,
                10.701259,
                0.166667,
                0
              ],
              "budgetLow": 10.037737,
              "budgetHigh": 12.113209000000001,
              "humanActivities": [
                {
                  "id": "PM11.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 4.0
                },
                {
                  "id": "PM11.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.166667
                },
                {
                  "id": "PM11.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 0.666667
                },
                {
                  "id": "PM11.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.333333
                },
                {
                  "id": "PM11.01.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.666667
                },
                {
                  "id": "PM11.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将流程假设转成脚本草稿和页面清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 1.867925
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定研究问题、模拟数据范围并告知参与者原型限制。；只计超出常规检查的返工。",
                  "minutes": 0.166667
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=20.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.02",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 9.922401,
              "parts": [
                0,
                9.26697,
                0.655431,
                0
              ],
              "budgetLow": 8.297400999999999,
              "budgetHigh": 11.953651,
              "humanActivities": [
                {
                  "id": "PM11.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 1.310861
                },
                {
                  "id": "PM11.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.310861
                },
                {
                  "id": "PM11.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 1.966292
                },
                {
                  "id": "PM11.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.835206
                },
                {
                  "id": "PM11.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按指定设计组件生成页面文本和交互草案；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 2.84375
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：设计/产品人员只调整与验证假设有关的交互细节。；只计超出常规检查的返工。",
                  "minutes": 0.655431
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM11.03",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 5.25,
              "totalMinutes": 52.220486,
              "parts": [
                0,
                51.005208,
                1.215278,
                0
              ],
              "budgetLow": 48.538195,
              "budgetHigh": 54.675348,
              "humanActivities": [
                {
                  "id": "PM11.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 20.902778
                },
                {
                  "id": "PM11.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：参与者按同一任务说明操作；引导提示、失败和观察条件有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.236111
                },
                {
                  "id": "PM11.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在同意范围内记录观察并辅助实时整理问题点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 20.866319
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。；只计超出常规检查的返工。",
                  "minutes": 1.215278
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.04",
              "scenarioId": "rsi",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 6.0,
              "totalMinutes": 26.29432,
              "parts": [
                0,
                25.277371,
                1.016949,
                0
              ],
              "budgetLow": 23.375401,
              "budgetHigh": 28.483509,
              "humanActivities": [
                {
                  "id": "PM11.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 5.211864
                },
                {
                  "id": "PM11.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.5
                },
                {
                  "id": "PM11.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 0.381356
                },
                {
                  "id": "PM11.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.508475
                },
                {
                  "id": "PM11.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 11.675676
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断观察是否支持、削弱或无法判断目标假设。；只计超出常规检查的返工。",
                  "minutes": 1.016949
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM11",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 22.988042
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 0.610865
              }
            ]
          },
          "children": [
            {
              "unitId": "PM11.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 20.0,
              "eligibleMinutes": 20.0,
              "adoptedMinutes": 20.0,
              "delegatedMinutes": 18.0,
              "totalMinutes": 2.50676,
              "parts": [
                0,
                2.473427,
                0.033333,
                0
              ],
              "budgetLow": 2.1746849999999998,
              "budgetHigh": 3.3369489999999997,
              "humanActivities": [
                {
                  "id": "PM11.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 0.8
                },
                {
                  "id": "PM11.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.541667
                },
                {
                  "id": "PM11.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 0.133333
                },
                {
                  "id": "PM11.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个走查任务对应一个待验证假设；限制写明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.083333
                },
                {
                  "id": "PM11.01.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.5
                },
                {
                  "id": "PM11.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将流程假设转成脚本草稿和页面清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确定研究问题、模拟数据范围并告知参与者原型限制。",
                  "minutes": 0.415094
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确定研究问题、模拟数据范围并告知参与者原型限制。；只计超出常规检查的返工。",
                  "minutes": 0.033333
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=20.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 33.25,
              "totalMinutes": 1.979282,
              "parts": [
                0,
                1.848196,
                0.131086,
                0
              ],
              "budgetLow": 1.654282,
              "budgetHigh": 2.791782,
              "humanActivities": [
                {
                  "id": "PM11.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 0.262172
                },
                {
                  "id": "PM11.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.327715
                },
                {
                  "id": "PM11.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 0.393258
                },
                {
                  "id": "PM11.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：页面跳转和状态变化符合脚本；原型显示概念验证标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.458801
                },
                {
                  "id": "PM11.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按指定设计组件生成页面文本和交互草案；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：设计/产品人员只调整与验证假设有关的交互细节。",
                  "minutes": 0.40625
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：设计/产品人员只调整与验证假设有关的交互细节。；只计超出常规检查的返工。",
                  "minutes": 0.131086
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM11.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 26.25,
              "totalMinutes": 12.869793,
              "parts": [
                0,
                12.626737,
                0.243056,
                0
              ],
              "budgetLow": 9.187501,
              "budgetHigh": 19.006946,
              "humanActivities": [
                {
                  "id": "PM11.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 4.180556
                },
                {
                  "id": "PM11.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：参与者按同一任务说明操作；引导提示、失败和观察条件有记录。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.309028
                },
                {
                  "id": "PM11.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助在同意范围内记录观察并辅助实时整理问题点；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。",
                  "minutes": 6.137153
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：研究者与参与者开展实际走查、观察停顿/误解并保护参与者自主选择。；只计超出常规检查的返工。",
                  "minutes": 0.243056
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额75%，条件敏感性50–90%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM11.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 30.0,
              "eligibleMinutes": 30.0,
              "adoptedMinutes": 30.0,
              "delegatedMinutes": 24.0,
              "totalMinutes": 6.243072,
              "parts": [
                0,
                6.039682,
                0.20339,
                0
              ],
              "budgetLow": 4.053883,
              "budgetHigh": 9.161991,
              "humanActivities": [
                {
                  "id": "PM11.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 1.042373
                },
                {
                  "id": "PM11.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.875
                },
                {
                  "id": "PM11.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断观察是否支持、削弱或无法判断目标假设。",
                  "minutes": 0.076271
                },
                {
                  "id": "PM11.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行为证据与解释分开；个别观察没有被包装成普遍结论。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.127119
                },
                {
                  "id": "PM11.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 2.918919
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM11.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断观察是否支持、削弱或无法判断目标假设。；只计超出常规检查的返工。",
                  "minutes": 0.20339
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=30.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            }
          ]
        }
      ]
    },
    "PM12": {
      "task": {
        "taskId": "PM12",
        "title": "协调跨职能评审、处理分歧并推进决策",
        "baselineMinutes": 300,
        "workload": "一次合成评审：5种职能角色、3个方案、4项分歧/未决点、1次60分钟评审；输出经确认的记录。",
        "inputState": "议题、材料版本、参会角色、决策权限边界和承诺确认规则已发出；各方实际约束和观点需在互动中核实。",
        "output": "各方约束与异议、备选、已决/待决事项及责任人确认的承诺记录。",
        "qualityGate": [
          "异议保留原意并归属正确角色。",
          "建议、决议、个人承诺和待决事项分开。",
          "责任人确认自己的行动，资源批准状态准确。"
        ],
        "scopeExclusions": [
          "不替参与者承诺、不替授权人批准资源。",
          "不以自动排序、会议摘要或未回应代替实际共识。"
        ],
        "sourceIds": [
          "EMP-PG-CYBERNETIC-TEAMMATE-2026",
          "EMP-M365-COPILOT-2025-2026",
          "EMP-PMEVAL-2026"
        ],
        "subtasks": [
          {
            "id": "PM12.01",
            "title": "组装议题、约束和备选材料",
            "baselineMinutes": 35,
            "output": "按议题组织的会前材料和待确认问题。",
            "acceptance": "各方案来源和限制清楚；会议目标与决策权限相符。",
            "mechanism": "extract",
            "aiOpportunity": "可从输入材料抽取约束、观点和待决项。",
            "humanActivity": "PM确认参与者需要讨论的问题和已知权限边界。",
            "nonUseCondition": "议题涉及未授权披露的客户或人员信息时，不将相应材料放入会前包。"
          },
          {
            "id": "PM12.02",
            "title": "安排参与者与确认评审目标",
            "baselineMinutes": 35,
            "output": "参会角色、议程、所需决策和预读确认。",
            "acceptance": "关键责任角色有机会表达；议题没有被预设成已达成共识。",
            "mechanism": "coordinate",
            "aiOpportunity": "可按责任表生成议程、邀请和分角色问题清单。",
            "humanActivity": "PM与参与者确认会议目标、参与边界和所需决策人。",
            "nonUseCondition": "缺少有权决定关键议题的负责人且无法延期时，不将会议标为决策评审。"
          },
          {
            "id": "PM12.03",
            "title": "主持真实跨职能讨论",
            "baselineMinutes": 100,
            "output": "现场异议、约束、澄清和方案反应记录。",
            "acceptance": "不同意见有机会表达；现场变化、未答问题和真实承诺被如实记录。",
            "mechanism": "interact",
            "aiOpportunity": "在参会者知情的情况下可辅助记录议题与行动线索。",
            "humanActivity": "PM主持对话、澄清误解、维持讨论秩序；仅计PM本人的主持、澄清及记录人时，不累计其他参会者人时。",
            "nonUseCondition": "参会者未同意录音/AI参会，或材料包含未获授权的敏感讨论时，不启用相应AI记录。"
          },
          {
            "id": "PM12.04",
            "title": "裁定意见状态与决策边界",
            "baselineMinutes": 65,
            "output": "建议、共识、异议、未决事项和批准状态分类表。",
            "acceptance": "模型建议没有被记成决议；责任人和决策人身份准确。",
            "mechanism": "judge",
            "aiOpportunity": "可按原始发言整理观点差异并提出状态标签候选。",
            "humanActivity": "PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
            "nonUseCondition": "参与者对承诺或决议记录提出异议时，不以自动摘要作为最终会议记录。"
          },
          {
            "id": "PM12.05",
            "title": "确认行动项并跟进待决事项",
            "baselineMinutes": 65,
            "output": "责任人确认的行动、期限、依赖和下一次决策触发点。",
            "acceptance": "每项承诺由责任人确认；未响应项保持未确认。",
            "mechanism": "coordinate",
            "aiOpportunity": "可生成行动草案并追踪未确认状态。",
            "humanActivity": "PM请求责任人核对自己的行动项并明确跟进路径。",
            "nonUseCondition": "责任人未确认任务或期限时，不将推定内容写成已承诺行动。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM12",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 240.031296
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 18.184512
              }
            ]
          },
          "children": [
            {
              "unitId": "PM12.01",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 17.5,
              "totalMinutes": 14.163051,
              "parts": [
                0,
                13.298853,
                0.864198,
                0
              ],
              "budgetLow": 13.219692,
              "budgetHigh": 15.420864,
              "humanActivities": [
                {
                  "id": "PM12.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 3.67284
                },
                {
                  "id": "PM12.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.320988
                },
                {
                  "id": "PM12.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 1.080247
                },
                {
                  "id": "PM12.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.080247
                },
                {
                  "id": "PM12.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从输入材料抽取约束、观点和待决项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 3.144531
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认参与者需要讨论的问题和已知权限边界。；只计超出常规检查的返工。",
                  "minutes": 0.864198
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.02",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 8.75,
              "totalMinutes": 20.494652000000002,
              "parts": [
                0,
                19.558823,
                0.935829,
                0
              ],
              "budgetLow": 19.540107,
              "budgetHigh": 21.449198000000003,
              "humanActivities": [
                {
                  "id": "PM12.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 6.176471
                },
                {
                  "id": "PM12.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.053476
                },
                {
                  "id": "PM12.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 0.748663
                },
                {
                  "id": "PM12.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.561497
                },
                {
                  "id": "PM12.02.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.245989
                },
                {
                  "id": "PM12.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任表生成议程、邀请和分角色问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 4.772727
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与参与者确认会议目标、参与边界和所需决策人。；只计超出常规检查的返工。",
                  "minutes": 0.935829
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.03",
              "scenarioId": "agent",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 3.0,
              "totalMinutes": 121.681872,
              "parts": [
                0,
                115.833919,
                5.847953,
                0
              ],
              "budgetLow": 118.44210600000001,
              "budgetHigh": 123.625732,
              "humanActivities": [
                {
                  "id": "PM12.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 24.678363
                },
                {
                  "id": "PM12.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 28.304094
                },
                {
                  "id": "PM12.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 62.851462
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI会议记录漏掉议题/行动项后PM额外核对、补录、纠错或回滚；只计PM本人的额外投入，不计其他参会者时间；仅计超出常规检查的返工。",
                  "minutes": 5.847953
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–8%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.04",
              "scenarioId": "agent",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 3.25,
              "totalMinutes": 67.522118,
              "parts": [
                0,
                59.687297,
                7.834821,
                0
              ],
              "budgetLow": 64.431209,
              "budgetHigh": 69.067573,
              "humanActivities": [
                {
                  "id": "PM12.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 11.026786
                },
                {
                  "id": "PM12.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 18.136161
                },
                {
                  "id": "PM12.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 0.435268
                },
                {
                  "id": "PM12.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.725446
                },
                {
                  "id": "PM12.04.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。会议/决策记录定位减少手动搜集；最终判断仍由PM负责。",
                  "minutes": 29.363636
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM根据现场澄清判断事项状态，保留未解决的利益冲突。；只计超出常规检查的返工。",
                  "minutes": 7.834821
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.05",
              "scenarioId": "agent",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 16.25,
              "totalMinutes": 34.354115,
              "parts": [
                0,
                31.652403999999997,
                2.701711,
                0
              ],
              "budgetLow": 32.187449,
              "budgetHigh": 36.520782000000004,
              "humanActivities": [
                {
                  "id": "PM12.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 5.562347
                },
                {
                  "id": "PM12.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 10.96577
                },
                {
                  "id": "PM12.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 0.794621
                },
                {
                  "id": "PM12.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.430318
                },
                {
                  "id": "PM12.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.066015
                },
                {
                  "id": "PM12.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成行动草案并追踪未确认状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 10.833333
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM请求责任人核对自己的行动项并明确跟进路径。；只计超出常规检查的返工。",
                  "minutes": 2.701711
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM12",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 283.313286
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 17.393874
              }
            ]
          },
          "children": [
            {
              "unitId": "PM12.01",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 18.30291,
              "parts": [
                0,
                17.356964,
                0.945946,
                0
              ],
              "budgetLow": 16.891619000000002,
              "budgetHigh": 19.714199999999998,
              "humanActivities": [
                {
                  "id": "PM12.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 5.912162
                },
                {
                  "id": "PM12.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.72973
                },
                {
                  "id": "PM12.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 1.182432
                },
                {
                  "id": "PM12.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.945946
                },
                {
                  "id": "PM12.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从输入材料抽取约束、观点和待决项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 4.586694
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认参与者需要讨论的问题和已知权限边界。；只计超出常规检查的返工。",
                  "minutes": 0.945946
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.02",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 3.5,
              "totalMinutes": 26.161569,
              "parts": [
                0,
                25.505319,
                0.65625,
                0
              ],
              "budgetLow": 25.466534,
              "budgetHigh": 26.856605000000002,
              "humanActivities": [
                {
                  "id": "PM12.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 9.1875
                },
                {
                  "id": "PM12.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.8125
                },
                {
                  "id": "PM12.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 1.09375
                },
                {
                  "id": "PM12.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.65625
                },
                {
                  "id": "PM12.02.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.5
                },
                {
                  "id": "PM12.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任表生成议程、邀请和分角色问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 6.255319
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与参与者确认会议目标、参与边界和所需决策人。；只计超出常规检查的返工。",
                  "minutes": 0.65625
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.03",
              "scenarioId": "current",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 2.0,
              "totalMinutes": 138.690244,
              "parts": [
                0,
                132.958537,
                5.731707,
                0
              ],
              "budgetLow": 136.54268299999998,
              "budgetHigh": 140.121951,
              "humanActivities": [
                {
                  "id": "PM12.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 34.390244
                },
                {
                  "id": "PM12.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 28.414634
                },
                {
                  "id": "PM12.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 70.153659
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI会议记录漏掉议题/行动项后PM额外核对、补录、纠错或回滚；只计PM本人的额外投入，不计其他参会者时间；仅计超出常规检查的返工。",
                  "minutes": 5.731707
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额2%，条件敏感性0–5%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.04",
              "scenarioId": "current",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 1.95,
              "totalMinutes": 76.009501,
              "parts": [
                0,
                68.491429,
                7.518072,
                0
              ],
              "budgetLow": 73.59868,
              "budgetHigh": 77.04271000000001,
              "humanActivities": [
                {
                  "id": "PM12.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 15.662651
                },
                {
                  "id": "PM12.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 18.481928
                },
                {
                  "id": "PM12.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 0.46988
                },
                {
                  "id": "PM12.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.46988
                },
                {
                  "id": "PM12.04.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 33.40709
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM根据现场澄清判断事项状态，保留未解决的利益冲突。；只计超出常规检查的返工。",
                  "minutes": 7.518072
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.05",
              "scenarioId": "current",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 6.5,
              "totalMinutes": 41.542936000000005,
              "parts": [
                0,
                39.001037000000004,
                2.541899,
                0
              ],
              "budgetLow": 39.912777000000006,
              "budgetHigh": 43.173094000000006,
              "humanActivities": [
                {
                  "id": "PM12.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 8.351955
                },
                {
                  "id": "PM12.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 10.893855
                },
                {
                  "id": "PM12.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 1.089385
                },
                {
                  "id": "PM12.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.452514
                },
                {
                  "id": "PM12.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.541899
                },
                {
                  "id": "PM12.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成行动草案并追踪未确认状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 14.671429
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM请求责任人核对自己的行动项并明确跟进路径。；只计超出常规检查的返工。",
                  "minutes": 2.541899
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM12",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 237.254295
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 12.781498
              }
            ]
          },
          "children": [
            {
              "unitId": "PM12.01",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 11.823502,
              "parts": [
                0,
                11.409301,
                0.414201,
                0
              ],
              "budgetLow": 10.839127,
              "budgetHigh": 13.136002,
              "humanActivities": [
                {
                  "id": "PM12.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 3.934911
                },
                {
                  "id": "PM12.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.106509
                },
                {
                  "id": "PM12.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 1.242604
                },
                {
                  "id": "PM12.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.828402
                },
                {
                  "id": "PM12.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从输入材料抽取约束、观点和待决项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 2.296875
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认参与者需要讨论的问题和已知权限边界。；只计超出常规检查的返工。",
                  "minutes": 0.414201
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.02",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 18.730458,
              "parts": [
                0,
                18.197463,
                0.532995,
                0
              ],
              "budgetLow": 17.729013000000002,
              "budgetHigh": 20.065718,
              "humanActivities": [
                {
                  "id": "PM12.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 6.395939
                },
                {
                  "id": "PM12.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.730964
                },
                {
                  "id": "PM12.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 0.888325
                },
                {
                  "id": "PM12.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.532995
                },
                {
                  "id": "PM12.02.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.309645
                },
                {
                  "id": "PM12.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任表生成议程、邀请和分角色问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 4.339595
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与参与者确认会议目标、参与边界和所需决策人。；只计超出常规检查的返工。",
                  "minutes": 0.532995
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.03",
              "scenarioId": "harness",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 5.0,
              "totalMinutes": 124.37355000000001,
              "parts": [
                0,
                119.733179,
                4.640371,
                0
              ],
              "budgetLow": 120.788863,
              "budgetHigh": 127.95823600000001,
              "humanActivities": [
                {
                  "id": "PM12.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 24.593968
                },
                {
                  "id": "PM12.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 27.030162
                },
                {
                  "id": "PM12.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 68.109049
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI会议记录漏掉议题/行动项后PM额外核对、补录、纠错或回滚；只计PM本人的额外投入，不计其他参会者时间；仅计超出常规检查的返工。",
                  "minutes": 4.640371
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–10%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.04",
              "scenarioId": "harness",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 5.2,
              "totalMinutes": 67.244541,
              "parts": [
                0,
                61.562238,
                5.682303,
                0
              ],
              "budgetLow": 63.137461,
              "budgetHigh": 69.29808,
              "humanActivities": [
                {
                  "id": "PM12.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 11.226013
                },
                {
                  "id": "PM12.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.601279
                },
                {
                  "id": "PM12.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 0.415778
                },
                {
                  "id": "PM12.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.831557
                },
                {
                  "id": "PM12.04.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 31.487611
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM根据现场澄清判断事项状态，保留未解决的利益冲突。；只计超出常规检查的返工。",
                  "minutes": 5.682303
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.05",
              "scenarioId": "harness",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 27.863742000000002,
              "parts": [
                0,
                26.352114,
                1.511628,
                0
              ],
              "budgetLow": 25.619695,
              "budgetHigh": 30.855806,
              "humanActivities": [
                {
                  "id": "PM12.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 6.046512
                },
                {
                  "id": "PM12.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.104651
                },
                {
                  "id": "PM12.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 0.755814
                },
                {
                  "id": "PM12.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.05814
                },
                {
                  "id": "PM12.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.662791
                },
                {
                  "id": "PM12.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成行动草案并追踪未确认状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 9.724206
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM请求责任人核对自己的行动项并明确跟进路径。；只计超出常规检查的返工。",
                  "minutes": 1.511628
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM12",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 221.256028
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 9.126189
              }
            ]
          },
          "children": [
            {
              "unitId": "PM12.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 28.0,
              "totalMinutes": 9.710570999999998,
              "parts": [
                0,
                9.308271999999999,
                0.402299,
                0
              ],
              "budgetLow": 9.079424,
              "budgetHigh": 10.972865999999998,
              "humanActivities": [
                {
                  "id": "PM12.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 3.017241
                },
                {
                  "id": "PM12.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.614943
                },
                {
                  "id": "PM12.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 1.408046
                },
                {
                  "id": "PM12.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.005747
                },
                {
                  "id": "PM12.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从输入材料抽取约束、观点和待决项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 1.262295
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认参与者需要讨论的问题和已知权限边界。；只计超出常规检查的返工。",
                  "minutes": 0.402299
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 16.212264,
              "parts": [
                0,
                15.716981,
                0.495283,
                0
              ],
              "budgetLow": 14.939537000000001,
              "budgetHigh": 17.803173,
              "humanActivities": [
                {
                  "id": "PM12.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 5.613208
                },
                {
                  "id": "PM12.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.632075
                },
                {
                  "id": "PM12.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 0.660377
                },
                {
                  "id": "PM12.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.495283
                },
                {
                  "id": "PM12.02.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.816038
                },
                {
                  "id": "PM12.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任表生成议程、邀请和分角色问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 3.5
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与参与者确认会议目标、参与边界和所需决策人。；只计超出常规检查的返工。",
                  "minutes": 0.495283
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 7.0,
              "totalMinutes": 118.726751,
              "parts": [
                0,
                115.397245,
                3.329506,
                0
              ],
              "budgetLow": 112.96785299999999,
              "budgetHigh": 122.326062,
              "humanActivities": [
                {
                  "id": "PM12.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 21.354765
                },
                {
                  "id": "PM12.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 27.095293
                },
                {
                  "id": "PM12.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 66.947187
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI会议记录漏掉议题/行动项后PM额外核对、补录、纠错或回滚；只计PM本人的额外投入，不计其他参会者时间；仅计超出常规检查的返工。",
                  "minutes": 3.329506
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额7%，条件敏感性2–15%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 6.5,
              "totalMinutes": 62.598262999999996,
              "parts": [
                0,
                58.690447,
                3.907816,
                0
              ],
              "budgetLow": 57.48419,
              "budgetHigh": 64.98483,
              "humanActivities": [
                {
                  "id": "PM12.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 9.118236
                },
                {
                  "id": "PM12.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.194389
                },
                {
                  "id": "PM12.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 0.521042
                },
                {
                  "id": "PM12.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.172345
                },
                {
                  "id": "PM12.04.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 30.684435
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM根据现场澄清判断事项状态，保留未解决的利益冲突。；只计超出常规检查的返工。",
                  "minutes": 3.907816
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 23.134368000000002,
              "parts": [
                0,
                22.143083,
                0.991285,
                0
              ],
              "budgetLow": 20.334863000000002,
              "budgetHigh": 26.633749,
              "humanActivities": [
                {
                  "id": "PM12.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 4.956427
                },
                {
                  "id": "PM12.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.514161
                },
                {
                  "id": "PM12.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 0.708061
                },
                {
                  "id": "PM12.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.849673
                },
                {
                  "id": "PM12.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.416122
                },
                {
                  "id": "PM12.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成行动草案并追踪未确认状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 7.698639
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM请求责任人核对自己的行动项并明确跟进路径。；只计超出常规检查的返工。",
                  "minutes": 0.991285
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM12",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 218.357632
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 10.572607
              }
            ]
          },
          "children": [
            {
              "unitId": "PM12.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 27.3,
              "totalMinutes": 10.127236,
              "parts": [
                0,
                9.720259,
                0.406977,
                0
              ],
              "budgetLow": 9.376016,
              "budgetHigh": 11.254064999999999,
              "humanActivities": [
                {
                  "id": "PM12.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 3.255814
                },
                {
                  "id": "PM12.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.848837
                },
                {
                  "id": "PM12.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 1.22093
                },
                {
                  "id": "PM12.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.017442
                },
                {
                  "id": "PM12.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从输入材料抽取约束、观点和待决项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 1.377236
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认参与者需要讨论的问题和已知权限边界。；只计超出常规检查的返工。",
                  "minutes": 0.406977
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 14.0,
              "totalMinutes": 17.221138,
              "parts": [
                0,
                16.708943,
                0.512195,
                0
              ],
              "budgetLow": 15.976694,
              "budgetHigh": 18.465583,
              "humanActivities": [
                {
                  "id": "PM12.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 5.804878
                },
                {
                  "id": "PM12.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.756098
                },
                {
                  "id": "PM12.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 0.853659
                },
                {
                  "id": "PM12.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.512195
                },
                {
                  "id": "PM12.02.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.04878
                },
                {
                  "id": "PM12.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任表生成议程、邀请和分角色问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 3.733333
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与参与者确认会议目标、参与边界和所需决策人。；只计超出常规检查的返工。",
                  "minutes": 0.512195
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 8.0,
              "totalMinutes": 116.383999,
              "parts": [
                0,
                112.383999,
                4.0,
                0
              ],
              "budgetLow": 109.435428,
              "budgetHigh": 120.55314200000001,
              "humanActivities": [
                {
                  "id": "PM12.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 21.028571
                },
                {
                  "id": "PM12.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 27.428571
                },
                {
                  "id": "PM12.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 63.926857
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI会议记录漏掉议题/行动项后PM额外核对、补录、纠错或回滚；只计PM本人的额外投入，不计其他参会者时间；仅计超出常规检查的返工。",
                  "minutes": 4.0
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–18%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 9.75,
              "totalMinutes": 59.014164,
              "parts": [
                0,
                54.967471,
                4.046693,
                0
              ],
              "budgetLow": 54.290561,
              "budgetHigh": 62.163232,
              "humanActivities": [
                {
                  "id": "PM12.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 9.231518
                },
                {
                  "id": "PM12.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.451362
                },
                {
                  "id": "PM12.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 0.505837
                },
                {
                  "id": "PM12.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.011673
                },
                {
                  "id": "PM12.04.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 26.767081
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM根据现场澄清判断事项状态，保留未解决的利益冲突。；只计超出常规检查的返工。",
                  "minutes": 4.046693
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 26.0,
              "totalMinutes": 26.183702,
              "parts": [
                0,
                24.57696,
                1.606742,
                0
              ],
              "budgetLow": 23.298498,
              "budgetHigh": 29.068906000000002,
              "humanActivities": [
                {
                  "id": "PM12.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 5.404494
                },
                {
                  "id": "PM12.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.303371
                },
                {
                  "id": "PM12.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 0.730337
                },
                {
                  "id": "PM12.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.022472
                },
                {
                  "id": "PM12.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.460674
                },
                {
                  "id": "PM12.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成行动草案并追踪未确认状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 8.655612
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM请求责任人核对自己的行动项并明确跟进路径。；只计超出常规检查的返工。",
                  "minutes": 1.606742
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM12",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 198.678604
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 6.91763
              }
            ]
          },
          "children": [
            {
              "unitId": "PM12.01",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 8.710792,
              "parts": [
                0,
                8.315312,
                0.39548,
                0
              ],
              "budgetLow": 8.288378,
              "budgetHigh": 9.615965,
              "humanActivities": [
                {
                  "id": "PM12.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 2.570621
                },
                {
                  "id": "PM12.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.570621
                },
                {
                  "id": "PM12.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 1.384181
                },
                {
                  "id": "PM12.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.186441
                },
                {
                  "id": "PM12.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从输入材料抽取约束、观点和待决项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 0.603448
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认参与者需要讨论的问题和已知权限边界。；只计超出常规检查的返工。",
                  "minutes": 0.39548
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.02",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 19.25,
              "totalMinutes": 13.939849,
              "parts": [
                0,
                13.782191000000001,
                0.157658,
                0
              ],
              "budgetLow": 12.719336,
              "budgetHigh": 15.770617999999999,
              "humanActivities": [
                {
                  "id": "PM12.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 5.045045
                },
                {
                  "id": "PM12.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.310811
                },
                {
                  "id": "PM12.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 0.630631
                },
                {
                  "id": "PM12.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.472973
                },
                {
                  "id": "PM12.02.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.576577
                },
                {
                  "id": "PM12.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任表生成议程、邀请和分角色问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 2.746154
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与参与者确认会议目标、参与边界和所需决策人。；只计超出常规检查的返工。",
                  "minutes": 0.157658
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.03",
              "scenarioId": "rsi",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 15.0,
              "totalMinutes": 107.188889,
              "parts": [
                0,
                104.3,
                2.888889,
                0
              ],
              "budgetLow": 96.82222300000001,
              "budgetHigh": 114.100001,
              "humanActivities": [
                {
                  "id": "PM12.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 18.666667
                },
                {
                  "id": "PM12.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 26.888889
                },
                {
                  "id": "PM12.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 58.744444
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI会议记录漏掉议题/行动项后PM额外核对、补录、纠错或回滚；只计PM本人的额外投入，不计其他参会者时间；仅计超出常规检查的返工。",
                  "minutes": 2.888889
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.04",
              "scenarioId": "rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 13.0,
              "totalMinutes": 55.050437,
              "parts": [
                0,
                52.392444000000005,
                2.657993,
                0
              ],
              "budgetLow": 48.627512,
              "budgetHigh": 59.86763,
              "humanActivities": [
                {
                  "id": "PM12.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 7.973978
                },
                {
                  "id": "PM12.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.156134
                },
                {
                  "id": "PM12.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 0.483271
                },
                {
                  "id": "PM12.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.087361
                },
                {
                  "id": "PM12.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 25.6917
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM根据现场澄清判断事项状态，保留未解决的利益冲突。；只计超出常规检查的返工。",
                  "minutes": 2.657993
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.05",
              "scenarioId": "rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 20.706266999999997,
              "parts": [
                0,
                19.888657,
                0.81761,
                0
              ],
              "budgetLow": 18.044362,
              "budgetHigh": 24.699123999999998,
              "humanActivities": [
                {
                  "id": "PM12.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 4.496855
                },
                {
                  "id": "PM12.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.677149
                },
                {
                  "id": "PM12.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 0.681342
                },
                {
                  "id": "PM12.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.81761
                },
                {
                  "id": "PM12.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.226415
                },
                {
                  "id": "PM12.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成行动草案并追踪未确认状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 5.989286
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM请求责任人核对自己的行动项并明确跟进路径。；只计超出常规检查的返工。",
                  "minutes": 0.81761
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM12",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 50.032012
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 1.383527
              }
            ]
          },
          "children": [
            {
              "unitId": "PM12.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 34.3,
              "totalMinutes": 1.9300110000000001,
              "parts": [
                0,
                1.850915,
                0.079096,
                0
              ],
              "budgetLow": 1.809321,
              "budgetHigh": 2.111045,
              "humanActivities": [
                {
                  "id": "PM12.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 0.514124
                },
                {
                  "id": "PM12.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.642655
                },
                {
                  "id": "PM12.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 0.276836
                },
                {
                  "id": "PM12.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：各方案来源和限制清楚；会议目标与决策权限相符。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.29661
                },
                {
                  "id": "PM12.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从输入材料抽取约束、观点和待决项；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认参与者需要讨论的问题和已知权限边界。",
                  "minutes": 0.12069
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认参与者需要讨论的问题和已知权限边界。；只计超出常规检查的返工。",
                  "minutes": 0.079096
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 3.195842,
              "parts": [
                0,
                3.16431,
                0.031532,
                0
              ],
              "budgetLow": 2.707637,
              "budgetHigh": 4.416355,
              "humanActivities": [
                {
                  "id": "PM12.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 1.009009
                },
                {
                  "id": "PM12.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.827703
                },
                {
                  "id": "PM12.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 0.126126
                },
                {
                  "id": "PM12.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：关键责任角色有机会表达；议题没有被预设成已达成共识。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.118243
                },
                {
                  "id": "PM12.02.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.472973
                },
                {
                  "id": "PM12.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任表生成议程、邀请和分角色问题清单；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与参与者确认会议目标、参与边界和所需决策人。",
                  "minutes": 0.610256
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与参与者确认会议目标、参与边界和所需决策人。；只计超出常规检查的返工。",
                  "minutes": 0.031532
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 75.0,
              "totalMinutes": 28.311111,
              "parts": [
                0,
                27.733333000000002,
                0.577778,
                0
              ],
              "budgetLow": 17.944444,
              "budgetHigh": 45.588889,
              "humanActivities": [
                {
                  "id": "PM12.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对访谈/会议的同意状态和范围，并准备获准录音/转写及提纲；仅PM本人主动准备分钟。",
                  "minutes": 3.733333
                },
                {
                  "id": "PM12.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM检查并修正获准转写/会议记录中的PM判断、议题和行动线索；只计PM本人主动复核时间，不计其他人的时间。",
                  "minutes": 6.722222
                },
                {
                  "id": "PM12.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI在获准的录音/转写或会议记录上提示遗漏主题/行动线索；本行只计PM本人主持、倾听、追问/澄清和现场控制时间，不计参与者或其他参会者的人时。",
                  "minutes": 17.277778
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI会议记录漏掉议题/行动项后PM额外核对、补录、纠错或回滚；只计PM本人的额外投入，不计其他参会者时间；仅计超出常规检查的返工。",
                  "minutes": 0.577778
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额75%，条件敏感性50–90%；分组interact。真实参与者行为不可伪造；记录和提纲可辅助，主持效果与知情条件仍需外部验证。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "TAU",
                "MSFT"
              ]
            },
            {
              "unitId": "PM12.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 52.0,
              "totalMinutes": 13.206847,
              "parts": [
                0,
                12.675248,
                0.531599,
                0
              ],
              "budgetLow": 8.389653000000001,
              "budgetHigh": 19.629772,
              "humanActivities": [
                {
                  "id": "PM12.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 1.594796
                },
                {
                  "id": "PM12.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.289033
                },
                {
                  "id": "PM12.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM根据现场澄清判断事项状态，保留未解决的利益冲突。",
                  "minutes": 0.096654
                },
                {
                  "id": "PM12.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：模型建议没有被记成决议；责任人和决策人身份准确。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.27184
                },
                {
                  "id": "PM12.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 6.422925
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM根据现场澄清判断事项状态，保留未解决的利益冲突。；只计超出常规检查的返工。",
                  "minutes": 0.531599
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM12.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 58.5,
              "totalMinutes": 4.771728,
              "parts": [
                0,
                4.608206,
                0.163522,
                0
              ],
              "budgetLow": 3.706966,
              "budgetHigh": 7.433633,
              "humanActivities": [
                {
                  "id": "PM12.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 0.899371
                },
                {
                  "id": "PM12.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.669287
                },
                {
                  "id": "PM12.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 0.136268
                },
                {
                  "id": "PM12.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每项承诺由责任人确认；未响应项保持未确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.204403
                },
                {
                  "id": "PM12.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.367925
                },
                {
                  "id": "PM12.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成行动草案并追踪未确认状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM请求责任人核对自己的行动项并明确跟进路径。",
                  "minutes": 1.330952
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM12.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM请求责任人核对自己的行动项并明确跟进路径。；只计超出常规检查的返工。",
                  "minutes": 0.163522
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    },
    "PM13": {
      "task": {
        "taskId": "PM13",
        "title": "根据批准事实准备发布文档草稿与培训材料",
        "baselineMinutes": 240,
        "workload": "一个合成发布版本：2类受众、1份快速开始指南、6条FAQ和1份内部培训脚本；输出未发布草稿包。",
        "inputState": "产品事实、功能限制、发布范围、品牌术语、受众和升级路径均已批准并冻结；对外发布审批人已确定。",
        "output": "与批准事实一致、标明范围限制和升级路径的发布文档与培训草稿。",
        "qualityGate": [
          "产品承诺逐项对应批准事实和同一版本。",
          "各受众材料的范围、限制和升级路径一致。",
          "草稿状态可见，未经审批没有对外发布。"
        ],
        "scopeExclusions": [
          "不修改批准产品事实或扩大产品承诺。",
          "不代表用户理解、培训效果或发布授权。"
        ],
        "sourceIds": [
          "EMP-NOY-ZHANG-2023",
          "EMP-M365-COPILOT-2025-2026",
          "FR-GDPVAL-AA"
        ],
        "subtasks": [
          {
            "id": "PM13.01",
            "title": "抽取冻结事实、限制和术语",
            "baselineMinutes": 35,
            "output": "引用批准版本的事实、限制、名称和升级字段表。",
            "acceptance": "每条事实有来源版本；未确认内容不进入事实表。",
            "mechanism": "extract",
            "aiOpportunity": "可从批准材料提取事实片段并按术语表统一用词。",
            "humanActivity": "PM确认使用的是本次发布版本和已批准文案词汇。",
            "nonUseCondition": "功能说明或限制存在尚未批准的变更时，不抽取为当前发布事实。"
          },
          {
            "id": "PM13.02",
            "title": "生成分受众材料草稿",
            "baselineMinutes": 55,
            "output": "快速指南、FAQ和培训脚本的受众化草稿。",
            "acceptance": "变体保持共同的产品事实与限制；每份材料标记草稿状态。",
            "mechanism": "generate",
            "aiOpportunity": "可按固定受众语气与格式从批准事实生成不同材料初稿。",
            "humanActivity": "内容负责人决定受众所需的解释层级和格式。",
            "nonUseCondition": "目标受众或其可执行权限未明确时，不生成带具体操作承诺的培训步骤。"
          },
          {
            "id": "PM13.03",
            "title": "核对文案主张与批准事实",
            "baselineMinutes": 55,
            "output": "主张到批准来源的映射及冲突修订项。",
            "acceptance": "新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。",
            "mechanism": "verify",
            "aiOpportunity": "可逐段比对草稿与批准材料并标出未匹配主张。",
            "humanActivity": "PM核实影响客户预期的关键产品表述和限制。",
            "nonUseCondition": "批准事实无法提供稳定版本链接时，不把文案核对标为通过。"
          },
          {
            "id": "PM13.04",
            "title": "裁定受众说明与培训场景",
            "baselineMinutes": 50,
            "output": "需解释的关键概念、使用情景和升级说明。",
            "acceptance": "使用场景没有超出已批准能力；不确定情况有安全的升级指引。",
            "mechanism": "judge",
            "aiOpportunity": "可提出读者可能误解的措辞和遗漏场景。",
            "humanActivity": "PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
            "nonUseCondition": "实际操作依赖尚未确定的权限或产品行为时，不提供确定操作指引。"
          },
          {
            "id": "PM13.05",
            "title": "整理草稿包并交给发布审批人",
            "baselineMinutes": 45,
            "output": "版本一致、限制明确、审批责任清楚的发布草稿包。",
            "acceptance": "每份材料有版本和草稿标识；待审批项有指定接收人。",
            "mechanism": "coordinate",
            "aiOpportunity": "可生成材料清单、版本差异和审批待办。",
            "humanActivity": "PM向指定沟通/品牌责任人交接材料并说明未决事实。",
            "nonUseCondition": "对外审批人尚未指定或事实仍在变更时，不将草稿标成可发布。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM13",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 125.266197
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 12.882644
              }
            ]
          },
          "children": [
            {
              "unitId": "PM13.01",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 17.5,
              "totalMinutes": 8.383393,
              "parts": [
                0,
                7.820692,
                0.562701,
                0
              ],
              "budgetLow": 7.826574,
              "budgetHigh": 9.125817000000001,
              "humanActivities": [
                {
                  "id": "PM13.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.012862
                },
                {
                  "id": "PM13.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.463023
                },
                {
                  "id": "PM13.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.463023
                },
                {
                  "id": "PM13.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.025723
                },
                {
                  "id": "PM13.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从批准材料提取事实片段并按术语表统一用词；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.856061
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认使用的是本次发布版本和已批准文案词汇。；只计超出常规检查的返工。",
                  "minutes": 0.562701
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.02",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 13.75,
              "totalMinutes": 23.421789,
              "parts": [
                0,
                21.537421000000002,
                1.884368,
                0
              ],
              "budgetLow": 21.658202,
              "budgetHigh": 25.185375999999998,
              "humanActivities": [
                {
                  "id": "PM13.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 2.002141
                },
                {
                  "id": "PM13.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.535332
                },
                {
                  "id": "PM13.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.413276
                },
                {
                  "id": "PM13.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.768737
                },
                {
                  "id": "PM13.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定受众语气与格式从批准事实生成不同材料初稿；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 8.817935
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：内容负责人决定受众所需的解释层级和格式。；只计超出常规检查的返工。",
                  "minutes": 1.884368
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.03",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 13.75,
              "totalMinutes": 35.183823,
              "parts": [
                0,
                31.139705,
                4.044118,
                0
              ],
              "budgetLow": 32.433823,
              "budgetHigh": 37.933823,
              "humanActivities": [
                {
                  "id": "PM13.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 3.10049
                },
                {
                  "id": "PM13.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.97549
                },
                {
                  "id": "PM13.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 0.943627
                },
                {
                  "id": "PM13.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.370098
                },
                {
                  "id": "PM13.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助逐段比对草稿与批准材料并标出未匹配主张；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 13.75
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响客户预期的关键产品表述和限制。；只计超出常规检查的返工。",
                  "minutes": 4.044118
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM13.04",
              "scenarioId": "agent",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 2.5,
              "totalMinutes": 47.840402,
              "parts": [
                0,
                42.705928,
                5.134474,
                0
              ],
              "budgetLow": 45.54553,
              "budgetHigh": 48.987837999999996,
              "humanActivities": [
                {
                  "id": "PM13.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 7.212714
                },
                {
                  "id": "PM13.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.958435
                },
                {
                  "id": "PM13.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 0.244499
                },
                {
                  "id": "PM13.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.488998
                },
                {
                  "id": "PM13.04.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。Agent并列规范/培训材料减少翻找；语义裁定仍由PM完成。",
                  "minutes": 21.801282
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/培训负责人判断说明是否足以让目标角色理解允许范围。；只计超出常规检查的返工。",
                  "minutes": 5.134474
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.05",
              "scenarioId": "agent",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 11.25,
              "totalMinutes": 23.319434,
              "parts": [
                0,
                22.062451,
                1.256983,
                0
              ],
              "budgetLow": 21.798005000000003,
              "budgetHigh": 24.840862,
              "humanActivities": [
                {
                  "id": "PM13.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 4.52514
                },
                {
                  "id": "PM13.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.039106
                },
                {
                  "id": "PM13.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 0.628492
                },
                {
                  "id": "PM13.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.005587
                },
                {
                  "id": "PM13.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.256983
                },
                {
                  "id": "PM13.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成材料清单、版本差异和审批待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 7.607143
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM向指定沟通/品牌责任人交接材料并说明未决事实。；只计超出常规检查的返工。",
                  "minutes": 1.256983
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM13",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 147.949434
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 12.398196
              }
            ]
          },
          "children": [
            {
              "unitId": "PM13.01",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 10.452703999999999,
              "parts": [
                0,
                9.861488,
                0.591216,
                0
              ],
              "budgetLow": 9.601353,
              "budgetHigh": 11.304055,
              "humanActivities": [
                {
                  "id": "PM13.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.773649
                },
                {
                  "id": "PM13.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.773649
                },
                {
                  "id": "PM13.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.773649
                },
                {
                  "id": "PM13.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.773649
                },
                {
                  "id": "PM13.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从批准材料提取事实片段并按术语表统一用词；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 2.766892
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认使用的是本次发布版本和已批准文案词汇。；只计超出常规检查的返工。",
                  "minutes": 0.591216
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.02",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 8.25,
              "totalMinutes": 27.221802000000004,
              "parts": [
                0,
                25.367869000000002,
                1.853933,
                0
              ],
              "budgetLow": 25.253381,
              "budgetHigh": 28.534083000000003,
              "humanActivities": [
                {
                  "id": "PM13.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 3.213483
                },
                {
                  "id": "PM13.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.932584
                },
                {
                  "id": "PM13.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.730337
                },
                {
                  "id": "PM13.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.337079
                },
                {
                  "id": "PM13.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定受众语气与格式从批准事实生成不同材料初稿；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 11.154386
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：内容负责人决定受众所需的解释层级和格式。；只计超出常规检查的返工。",
                  "minutes": 1.853933
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.03",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 8.25,
              "totalMinutes": 39.895472,
              "parts": [
                0,
                36.048322,
                3.84715,
                0
              ],
              "budgetLow": 36.853113,
              "budgetHigh": 41.923711,
              "humanActivities": [
                {
                  "id": "PM13.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 4.417098
                },
                {
                  "id": "PM13.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 10.259067
                },
                {
                  "id": "PM13.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 1.282383
                },
                {
                  "id": "PM13.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.849741
                },
                {
                  "id": "PM13.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助逐段比对草稿与批准材料并标出未匹配主张；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 17.240033
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响客户预期的关键产品表述和限制。；只计超出常规检查的返工。",
                  "minutes": 3.84715
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM13.04",
              "scenarioId": "current",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 1.5,
              "totalMinutes": 53.973407,
              "parts": [
                0,
                48.999585,
                4.973822,
                0
              ],
              "budgetLow": 52.156467,
              "budgetHigh": 54.752095,
              "humanActivities": [
                {
                  "id": "PM13.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 9.947644
                },
                {
                  "id": "PM13.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.827225
                },
                {
                  "id": "PM13.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 0.52356
                },
                {
                  "id": "PM13.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.52356
                },
                {
                  "id": "PM13.04.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 25.177596
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/培训负责人判断说明是否足以让目标角色理解允许范围。；只计超出常规检查的返工。",
                  "minutes": 4.973822
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.05",
              "scenarioId": "current",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 4.5,
              "totalMinutes": 28.804245,
              "parts": [
                0,
                27.67217,
                1.132075,
                0
              ],
              "budgetLow": 27.679245,
              "budgetHigh": 29.929245,
              "humanActivities": [
                {
                  "id": "PM13.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 6.792453
                },
                {
                  "id": "PM13.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.216981
                },
                {
                  "id": "PM13.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 0.849057
                },
                {
                  "id": "PM13.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.990566
                },
                {
                  "id": "PM13.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.698113
                },
                {
                  "id": "PM13.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成材料清单、版本差异和审批待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 10.125
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM向指定沟通/品牌责任人交接材料并说明未决事实。；只计超出常规检查的返工。",
                  "minutes": 1.132075
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM13",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 108.641373
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 8.675977
              }
            ]
          },
          "children": [
            {
              "unitId": "PM13.01",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 4.948644,
              "parts": [
                0,
                4.615311,
                0.333333,
                0
              ],
              "budgetLow": 4.3992249999999995,
              "budgetHigh": 5.681202,
              "humanActivities": [
                {
                  "id": "PM13.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.666667
                },
                {
                  "id": "PM13.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.222222
                },
                {
                  "id": "PM13.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.777778
                },
                {
                  "id": "PM13.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.666667
                },
                {
                  "id": "PM13.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从批准材料提取事实片段并按术语表统一用词；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.281977
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认使用的是本次发布版本和已批准文案词汇。；只计超出常规检查的返工。",
                  "minutes": 0.333333
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.02",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 19.25,
              "totalMinutes": 17.442830999999998,
              "parts": [
                0,
                16.28004,
                1.162791,
                0
              ],
              "budgetLow": 15.644754,
              "budgetHigh": 19.840266999999997,
              "humanActivities": [
                {
                  "id": "PM13.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.627907
                },
                {
                  "id": "PM13.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.55814
                },
                {
                  "id": "PM13.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.744186
                },
                {
                  "id": "PM13.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.55814
                },
                {
                  "id": "PM13.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定受众语气与格式从批准事实生成不同材料初稿；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 7.791667
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：内容负责人决定受众所需的解释层级和格式。；只计超出常规检查的返工。",
                  "minutes": 1.162791
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.03",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 22.0,
              "totalMinutes": 27.522492,
              "parts": [
                0,
                25.040307,
                2.482185,
                0
              ],
              "budgetLow": 24.659090000000003,
              "budgetHigh": 31.340362000000002,
              "humanActivities": [
                {
                  "id": "PM13.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 2.743468
                },
                {
                  "id": "PM13.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.532067
                },
                {
                  "id": "PM13.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 1.306413
                },
                {
                  "id": "PM13.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.004751
                },
                {
                  "id": "PM13.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助逐段比对草稿与批准材料并标出未匹配主张；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 11.453608
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响客户预期的关键产品表述和限制。；只计超出常规检查的返工。",
                  "minutes": 2.482185
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM13.04",
              "scenarioId": "harness",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 4.0,
              "totalMinutes": 48.22208,
              "parts": [
                0,
                44.366658,
                3.855422,
                0
              ],
              "budgetLow": 45.13811,
              "budgetHigh": 49.764064999999995,
              "humanActivities": [
                {
                  "id": "PM13.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 7.108434
                },
                {
                  "id": "PM13.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.289157
                },
                {
                  "id": "PM13.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 0.481928
                },
                {
                  "id": "PM13.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.843373
                },
                {
                  "id": "PM13.04.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 23.643766
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/培训负责人判断说明是否足以让目标角色理解允许范围。；只计超出常规检查的返工。",
                  "minutes": 3.855422
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.05",
              "scenarioId": "harness",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 19.181303,
              "parts": [
                0,
                18.339057,
                0.842246,
                0
              ],
              "budgetLow": 17.642549,
              "budgetHigh": 21.232975,
              "humanActivities": [
                {
                  "id": "PM13.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 4.572193
                },
                {
                  "id": "PM13.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.572193
                },
                {
                  "id": "PM13.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 0.721925
                },
                {
                  "id": "PM13.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.601604
                },
                {
                  "id": "PM13.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.203209
                },
                {
                  "id": "PM13.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成材料清单、版本差异和审批待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 6.667933
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM向指定沟通/品牌责任人交接材料并说明未决事实。；只计超出常规检查的返工。",
                  "minutes": 0.842246
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM13",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 96.110846
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 6.018145
              }
            ]
          },
          "children": [
            {
              "unitId": "PM13.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 28.0,
              "totalMinutes": 3.527894,
              "parts": [
                0,
                3.306375,
                0.221519,
                0
              ],
              "budgetLow": 3.20382,
              "budgetHigh": 4.176042,
              "humanActivities": [
                {
                  "id": "PM13.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.332278
                },
                {
                  "id": "PM13.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.110759
                },
                {
                  "id": "PM13.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.772152
                },
                {
                  "id": "PM13.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.443038
                },
                {
                  "id": "PM13.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从批准材料提取事实片段并按术语表统一用词；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.648148
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认使用的是本次发布版本和已批准文案词汇。；只计超出常规检查的返工。",
                  "minutes": 0.221519
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 24.75,
              "totalMinutes": 13.874267,
              "parts": [
                0,
                13.18389,
                0.690377,
                0
              ],
              "budgetLow": 11.674267,
              "budgetHigh": 16.074267,
              "humanActivities": [
                {
                  "id": "PM13.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.26569
                },
                {
                  "id": "PM13.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.725941
                },
                {
                  "id": "PM13.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.725941
                },
                {
                  "id": "PM13.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.416318
                },
                {
                  "id": "PM13.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定受众语气与格式从批准事实生成不同材料初稿；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 6.05
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：内容负责人决定受众所需的解释层级和格式。；只计超出常规检查的返工。",
                  "minutes": 0.690377
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 27.5,
              "totalMinutes": 23.043242,
              "parts": [
                0,
                21.348929,
                1.694313,
                0
              ],
              "budgetLow": 19.404145,
              "budgetHigh": 27.592115,
              "humanActivities": [
                {
                  "id": "PM13.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 2.085308
                },
                {
                  "id": "PM13.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.604265
                },
                {
                  "id": "PM13.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 1.303318
                },
                {
                  "id": "PM13.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.258294
                },
                {
                  "id": "PM13.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助逐段比对草稿与批准材料并标出未匹配主张；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 9.097744
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响客户预期的关键产品表述和限制。；只计超出常规检查的返工。",
                  "minutes": 1.694313
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM13.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 5.0,
              "totalMinutes": 45.755224,
              "parts": [
                0,
                42.800140999999996,
                2.955083,
                0
              ],
              "budgetLow": 41.892159,
              "budgetHigh": 47.557988,
              "humanActivities": [
                {
                  "id": "PM13.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 6.146572
                },
                {
                  "id": "PM13.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.293144
                },
                {
                  "id": "PM13.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 0.35461
                },
                {
                  "id": "PM13.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.827423
                },
                {
                  "id": "PM13.04.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 23.178392
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/培训负责人判断说明是否足以让目标角色理解允许范围。；只计超出常规检查的返工。",
                  "minutes": 2.955083
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 20.25,
              "totalMinutes": 15.928364,
              "parts": [
                0,
                15.471511,
                0.456853,
                0
              ],
              "budgetLow": 13.957183,
              "budgetHigh": 18.392341,
              "humanActivities": [
                {
                  "id": "PM13.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 3.997462
                },
                {
                  "id": "PM13.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.997462
                },
                {
                  "id": "PM13.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 0.571066
                },
                {
                  "id": "PM13.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.571066
                },
                {
                  "id": "PM13.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.913706
                },
                {
                  "id": "PM13.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成材料清单、版本差异和审批待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 5.420749
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM向指定沟通/品牌责任人交接材料并说明未决事实。；只计超出常规检查的返工。",
                  "minutes": 0.456853
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM13",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 96.016284
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 6.302978
              }
            ]
          },
          "children": [
            {
              "unitId": "PM13.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 27.3,
              "totalMinutes": 4.335303000000001,
              "parts": [
                0,
                4.113081,
                0.222222,
                0
              ],
              "budgetLow": 3.909986,
              "budgetHigh": 4.9732780000000005,
              "humanActivities": [
                {
                  "id": "PM13.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.555556
                },
                {
                  "id": "PM13.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.222222
                },
                {
                  "id": "PM13.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.777778
                },
                {
                  "id": "PM13.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.777778
                },
                {
                  "id": "PM13.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从批准材料提取事实片段并按术语表统一用词；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.779747
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认使用的是本次发布版本和已批准文案词汇。；只计超出常规检查的返工。",
                  "minutes": 0.222222
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 30.25,
              "totalMinutes": 14.313965000000001,
              "parts": [
                0,
                13.393463,
                0.920502,
                0
              ],
              "budgetLow": 12.043323000000001,
              "budgetHigh": 17.152268,
              "humanActivities": [
                {
                  "id": "PM13.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.495816
                },
                {
                  "id": "PM13.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.301255
                },
                {
                  "id": "PM13.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.725941
                },
                {
                  "id": "PM13.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.761506
                },
                {
                  "id": "PM13.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定受众语气与格式从批准事实生成不同材料初稿；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 5.108945
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：内容负责人决定受众所需的解释层级和格式。；只计超出常规检查的返工。",
                  "minutes": 0.920502
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 30.25,
              "totalMinutes": 22.979008,
              "parts": [
                0,
                21.167243,
                1.811765,
                0
              ],
              "budgetLow": 19.380495000000003,
              "budgetHigh": 27.47715,
              "humanActivities": [
                {
                  "id": "PM13.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 2.329412
                },
                {
                  "id": "PM13.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.952941
                },
                {
                  "id": "PM13.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 1.294118
                },
                {
                  "id": "PM13.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.494118
                },
                {
                  "id": "PM13.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助逐段比对草稿与批准材料并标出未匹配主张；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 8.096654
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响客户预期的关键产品表述和限制。；只计超出常规检查的返工。",
                  "minutes": 1.811765
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM13.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 7.5,
              "totalMinutes": 42.647918999999995,
              "parts": [
                0,
                39.998912,
                2.649007,
                0
              ],
              "budgetLow": 39.056369,
              "budgetHigh": 45.042285,
              "humanActivities": [
                {
                  "id": "PM13.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 6.07064
                },
                {
                  "id": "PM13.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.362031
                },
                {
                  "id": "PM13.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 0.441501
                },
                {
                  "id": "PM13.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.772627
                },
                {
                  "id": "PM13.04.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 20.352113
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/培训负责人判断说明是否足以让目标角色理解允许范围。；只计超出常规检查的返工。",
                  "minutes": 2.649007
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 18.0,
              "totalMinutes": 18.043067,
              "parts": [
                0,
                17.343585,
                0.699482,
                0
              ],
              "budgetLow": 16.031302,
              "budgetHigh": 20.054832,
              "humanActivities": [
                {
                  "id": "PM13.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 4.430052
                },
                {
                  "id": "PM13.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.663212
                },
                {
                  "id": "PM13.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 0.582902
                },
                {
                  "id": "PM13.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.582902
                },
                {
                  "id": "PM13.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.049223
                },
                {
                  "id": "PM13.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成材料清单、版本差异和审批待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 6.035294
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM向指定沟通/品牌责任人交接材料并说明未决事实。；只计超出常规检查的返工。",
                  "minutes": 0.699482
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM13",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 83.165278
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 4.057754
              }
            ]
          },
          "children": [
            {
              "unitId": "PM13.01",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 2.900363,
              "parts": [
                0,
                2.791667,
                0.108696,
                0
              ],
              "budgetLow": 2.696196,
              "budgetHigh": 3.337863,
              "humanActivities": [
                {
                  "id": "PM13.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.217391
                },
                {
                  "id": "PM13.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.108696
                },
                {
                  "id": "PM13.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 1.73913
                },
                {
                  "id": "PM13.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.434783
                },
                {
                  "id": "PM13.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从批准材料提取事实片段并按术语表统一用词；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.291667
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认使用的是本次发布版本和已批准文案词汇。；只计超出常规检查的返工。",
                  "minutes": 0.108696
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.02",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 11.109392000000001,
              "parts": [
                0,
                10.660412,
                0.44898,
                0
              ],
              "budgetLow": 9.058545,
              "budgetHigh": 13.672951000000001,
              "humanActivities": [
                {
                  "id": "PM13.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.010204
                },
                {
                  "id": "PM13.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.571429
                },
                {
                  "id": "PM13.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 1.795918
                },
                {
                  "id": "PM13.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.693878
                },
                {
                  "id": "PM13.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定受众语气与格式从批准事实生成不同材料初稿；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 3.588983
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：内容负责人决定受众所需的解释层级和格式。；只计超出常规检查的返工。",
                  "minutes": 0.44898
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.03",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 19.072078,
              "parts": [
                0,
                17.936757,
                1.135321,
                0
              ],
              "budgetLow": 15.670471999999998,
              "budgetHigh": 24.174488,
              "humanActivities": [
                {
                  "id": "PM13.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 1.766055
                },
                {
                  "id": "PM13.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.045872
                },
                {
                  "id": "PM13.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 1.387615
                },
                {
                  "id": "PM13.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.784404
                },
                {
                  "id": "PM13.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助逐段比对草稿与批准材料并标出未匹配主张；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 5.952811
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响客户预期的关键产品表述和限制。；只计超出常规检查的返工。",
                  "minutes": 1.135321
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM13.04",
              "scenarioId": "rsi",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 10.0,
              "totalMinutes": 39.724194,
              "parts": [
                0,
                37.923347,
                1.800847,
                0
              ],
              "budgetLow": 34.904374,
              "budgetHigh": 43.339059,
              "humanActivities": [
                {
                  "id": "PM13.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 5.29661
                },
                {
                  "id": "PM13.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.288136
                },
                {
                  "id": "PM13.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 0.317797
                },
                {
                  "id": "PM13.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.741525
                },
                {
                  "id": "PM13.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 19.279279
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/培训负责人判断说明是否足以让目标角色理解允许范围。；只计超出常规检查的返工。",
                  "minutes": 1.800847
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.05",
              "scenarioId": "rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 24.75,
              "totalMinutes": 14.417005,
              "parts": [
                0,
                13.853095,
                0.56391,
                0
              ],
              "budgetLow": 12.570851000000001,
              "budgetHigh": 17.186236,
              "humanActivities": [
                {
                  "id": "PM13.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 3.609023
                },
                {
                  "id": "PM13.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.172932
                },
                {
                  "id": "PM13.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 0.56391
                },
                {
                  "id": "PM13.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.56391
                },
                {
                  "id": "PM13.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.789474
                },
                {
                  "id": "PM13.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成材料清单、版本差异和审批待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 4.153846
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM向指定沟通/品牌责任人交接材料并说明未决事实。；只计超出常规检查的返工。",
                  "minutes": 0.56391
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM13",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 18.793307
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 0.81155
              }
            ]
          },
          "children": [
            {
              "unitId": "PM13.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 34.3,
              "totalMinutes": 0.607246,
              "parts": [
                0,
                0.585507,
                0.021739,
                0
              ],
              "budgetLow": 0.548913,
              "budgetHigh": 0.694746,
              "humanActivities": [
                {
                  "id": "PM13.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.043478
                },
                {
                  "id": "PM13.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.027174
                },
                {
                  "id": "PM13.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.347826
                },
                {
                  "id": "PM13.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条事实有来源版本；未确认内容不进入事实表。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.108696
                },
                {
                  "id": "PM13.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从批准材料提取事实片段并按术语表统一用词；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认使用的是本次发布版本和已批准文案词汇。",
                  "minutes": 0.058333
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认使用的是本次发布版本和已批准文案词汇。；只计超出常规检查的返工。",
                  "minutes": 0.021739
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 52.25,
              "totalMinutes": 2.2300590000000002,
              "parts": [
                0,
                2.140263,
                0.089796,
                0
              ],
              "budgetLow": 1.819889,
              "budgetHigh": 3.2554830000000003,
              "humanActivities": [
                {
                  "id": "PM13.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 0.202041
                },
                {
                  "id": "PM13.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.392857
                },
                {
                  "id": "PM13.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 0.359184
                },
                {
                  "id": "PM13.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：变体保持共同的产品事实与限制；每份材料标记草稿状态。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.673469
                },
                {
                  "id": "PM13.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定受众语气与格式从批准事实生成不同材料初稿；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：内容负责人决定受众所需的解释层级和格式。",
                  "minutes": 0.512712
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：内容负责人决定受众所需的解释层级和格式。；只计超出常规检查的返工。",
                  "minutes": 0.089796
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 52.25,
              "totalMinutes": 3.915769,
              "parts": [
                0,
                3.688705,
                0.227064,
                0
              ],
              "budgetLow": 3.235447,
              "budgetHigh": 5.616572000000001,
              "humanActivities": [
                {
                  "id": "PM13.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 0.353211
                },
                {
                  "id": "PM13.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.261468
                },
                {
                  "id": "PM13.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 0.277523
                },
                {
                  "id": "PM13.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：新增承诺、日期、功能范围和限制均有批准来源；不同材料没有版本冲突。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.946101
                },
                {
                  "id": "PM13.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助逐段比对草稿与批准材料并标出未匹配主张；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响客户预期的关键产品表述和限制。",
                  "minutes": 0.850402
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响客户预期的关键产品表述和限制。；只计超出常规检查的返工。",
                  "minutes": 0.227064
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM13.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 40.0,
              "totalMinutes": 9.560285,
              "parts": [
                0,
                9.200116,
                0.360169,
                0
              ],
              "budgetLow": 5.94542,
              "budgetHigh": 14.380105,
              "humanActivities": [
                {
                  "id": "PM13.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 1.059322
                },
                {
                  "id": "PM13.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.072034
                },
                {
                  "id": "PM13.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/培训负责人判断说明是否足以让目标角色理解允许范围。",
                  "minutes": 0.063559
                },
                {
                  "id": "PM13.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用场景没有超出已批准能力；不确定情况有安全的升级指引。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.185381
                },
                {
                  "id": "PM13.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 4.81982
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/培训负责人判断说明是否足以让目标角色理解允许范围。；只计超出常规检查的返工。",
                  "minutes": 0.360169
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM13.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 40.5,
              "totalMinutes": 3.2914980000000003,
              "parts": [
                0,
                3.178716,
                0.112782,
                0
              ],
              "budgetLow": 2.553036,
              "budgetHigh": 5.137652,
              "humanActivities": [
                {
                  "id": "PM13.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 0.721805
                },
                {
                  "id": "PM13.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.043233
                },
                {
                  "id": "PM13.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 0.112782
                },
                {
                  "id": "PM13.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每份材料有版本和草稿标识；待审批项有指定接收人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.140977
                },
                {
                  "id": "PM13.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.236842
                },
                {
                  "id": "PM13.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助生成材料清单、版本差异和审批待办；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM向指定沟通/品牌责任人交接材料并说明未决事实。",
                  "minutes": 0.923077
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM13.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM向指定沟通/品牌责任人交接材料并说明未决事实。；只计超出常规检查的返工。",
                  "minutes": 0.112782
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    },
    "PM14": {
      "task": {
        "taskId": "PM14",
        "title": "跟踪上线质量、使用反馈与产品指标",
        "baselineMinutes": 360,
        "workload": "一个合成观察周期：1个版本、5项固定指标、20条反馈、10条告警记录和1个30日窗口；输出观察报告。",
        "inputState": "指标口径、告警阈值、反馈来源权限、版本映射和观察窗口已冻结；升级/回滚决策权在指定工程、安全或业务负责人。",
        "output": "带指标口径、反馈、异常、数据期、待检验解释和责任人交接的上线观察报告。",
        "qualityGate": [
          "分母、数据期、版本和反馈来源可追查。",
          "负向反馈与异常没有被重复或静默删除。",
          "相关变化与因果解释分开，高影响处置不由摘要自动触发。"
        ],
        "scopeExclusions": [
          "不暂停服务、回滚发布或向客户承诺处置。",
          "不基于相关变化直接认定产品因果效果。"
        ],
        "sourceIds": [
          "EMP-DELLACQUA-BCG-2026",
          "EMP-BRYNJOLFSSON-LI-RAYMOND-2025",
          "FR-AEI"
        ],
        "subtasks": [
          {
            "id": "PM14.01",
            "title": "装配固定周期的信号与版本清单",
            "baselineMinutes": 45,
            "output": "指标、反馈、告警及对应产品版本的观察清单。",
            "acceptance": "窗口和版本范围一致；输入缺失有标记。",
            "mechanism": "extract",
            "aiOpportunity": "可将同一观察周期的数据入口按固定schema汇总。",
            "humanActivity": "PM确认观察窗口、指标口径和反馈来源授权。",
            "nonUseCondition": "版本事件时间不完整或监控指标schema已变更时，不合并为同一序列。"
          },
          {
            "id": "PM14.02",
            "title": "汇总指标并归并重复反馈",
            "baselineMinutes": 80,
            "output": "按版本和时间窗汇总的指标表及反馈簇。",
            "acceptance": "重复记录保留归并依据；计算口径与冻结定义一致。",
            "mechanism": "execute",
            "aiOpportunity": "可执行确定性汇总、去重候选和趋势表生成。",
            "humanActivity": "分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
            "nonUseCondition": "反馈标识不足以区分重复报告和独立客户时，不按自动簇计算客户数。"
          },
          {
            "id": "PM14.03",
            "title": "核对异常信号与上游变更",
            "baselineMinutes": 75,
            "output": "告警、指标异常、数据延迟和版本变更的定位记录。",
            "acceptance": "可能影响结论的异常能定位到来源；未查明项保持开放。",
            "mechanism": "verify",
            "aiOpportunity": "可把异常时点与版本、数据延迟和反馈事件对齐。",
            "humanActivity": "PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
            "nonUseCondition": "数据延迟或上游schema变更尚未排除且影响指标分母时，不解释趋势。"
          },
          {
            "id": "PM14.04",
            "title": "裁定解释候选与业务影响线索",
            "baselineMinutes": 100,
            "output": "支持证据、反例和待验证解释的分层记录。",
            "acceptance": "解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。",
            "mechanism": "judge",
            "aiOpportunity": "可提出多个解释并将其连接到已观察信号。",
            "humanActivity": "PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
            "nonUseCondition": "观察窗口同时包含未控制的营销、版本或流量变化时，不给单因素归因。"
          },
          {
            "id": "PM14.05",
            "title": "交接异常与后续观察责任",
            "baselineMinutes": 60,
            "output": "责任人、需核查事项、观察窗口和升级状态。",
            "acceptance": "行动归属明确；需要授权决定的事项送交对应负责人。",
            "mechanism": "coordinate",
            "aiOpportunity": "可整理异常工单草稿、追踪字段和复查日期。",
            "humanActivity": "PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
            "nonUseCondition": "影响客户的异常达到已批准升级条件时，不只保存在自动生成的周报中。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM14",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 188.39106
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 24.554108
              }
            ]
          },
          "children": [
            {
              "unitId": "PM14.01",
              "scenarioId": "agent",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 22.5,
              "totalMinutes": 14.702257999999999,
              "parts": [
                0,
                13.711692,
                0.990566,
                0
              ],
              "budgetLow": 13.687807,
              "budgetHigh": 16.054859,
              "humanActivities": [
                {
                  "id": "PM14.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 2.264151
                },
                {
                  "id": "PM14.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.396226
                },
                {
                  "id": "PM14.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 1.839623
                },
                {
                  "id": "PM14.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.830189
                },
                {
                  "id": "PM14.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将同一观察周期的数据入口按固定schema汇总；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 3.381503
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认观察窗口、指标口径和反馈来源授权。；只计超出常规检查的返工。",
                  "minutes": 0.990566
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.02",
              "scenarioId": "agent",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 40.0,
              "totalMinutes": 17.469479,
              "parts": [
                0,
                16.293008,
                1.176471,
                0
              ],
              "budgetLow": 16.110988,
              "budgetHigh": 19.733629999999998,
              "humanActivities": [
                {
                  "id": "PM14.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 0.534759
                },
                {
                  "id": "PM14.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：重复记录保留归并依据；计算口径与冻结定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.176471
                },
                {
                  "id": "PM14.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 3.208556
                },
                {
                  "id": "PM14.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：重复记录保留归并依据；计算口径与冻结定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.84492
                },
                {
                  "id": "PM14.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助执行确定性汇总、去重候选和趋势表生成；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 4.528302
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 1.176471
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–65%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM14.03",
              "scenarioId": "agent",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 18.75,
              "totalMinutes": 51.875625,
              "parts": [
                0,
                45.5882,
                6.287425,
                0
              ],
              "budgetLow": 47.638224,
              "budgetHigh": 56.113025,
              "humanActivities": [
                {
                  "id": "PM14.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 4.191617
                },
                {
                  "id": "PM14.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 14.071856
                },
                {
                  "id": "PM14.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 1.347305
                },
                {
                  "id": "PM14.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.790419
                },
                {
                  "id": "PM14.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把异常时点与版本、数据延迟和反馈事件对齐；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 21.187003
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。；只计超出常规检查的返工。",
                  "minutes": 6.287425
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM14.04",
              "scenarioId": "agent",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 5.0,
              "totalMinutes": 98.57680900000001,
              "parts": [
                0,
                84.92320600000001,
                13.653603,
                0
              ],
              "budgetLow": 93.89595800000001,
              "budgetHigh": 100.917235,
              "humanActivities": [
                {
                  "id": "PM14.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 10.998736
                },
                {
                  "id": "PM14.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 27.560051
                },
                {
                  "id": "PM14.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 0.632111
                },
                {
                  "id": "PM14.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.264223
                },
                {
                  "id": "PM14.04.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。风险事件与责任记录可集中定位；影响定级仍由PM裁定。",
                  "minutes": 44.468085
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。；只计超出常规检查的返工。",
                  "minutes": 13.653603
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.05",
              "scenarioId": "agent",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 15.0,
              "totalMinutes": 30.320997,
              "parts": [
                0,
                27.874954,
                2.446043,
                0
              ],
              "budgetLow": 28.285574,
              "budgetHigh": 32.356419,
              "humanActivities": [
                {
                  "id": "PM14.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 4.892086
                },
                {
                  "id": "PM14.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.352518
                },
                {
                  "id": "PM14.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 0.57554
                },
                {
                  "id": "PM14.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.294964
                },
                {
                  "id": "PM14.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.582734
                },
                {
                  "id": "PM14.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理异常工单草稿、追踪字段和复查日期；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 10.177112
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将证据包交给有权做工程、安全或业务处置决定的责任人。；只计超出常规检查的返工。",
                  "minutes": 2.446043
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM14",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 223.647086
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 24.112522
              }
            ]
          },
          "children": [
            {
              "unitId": "PM14.01",
              "scenarioId": "current",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 18.491107999999997,
              "parts": [
                0,
                17.563273,
                0.927835,
                0
              ],
              "budgetLow": 16.941108,
              "budgetHigh": 20.041108,
              "humanActivities": [
                {
                  "id": "PM14.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 3.865979
                },
                {
                  "id": "PM14.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.865979
                },
                {
                  "id": "PM14.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 2.319588
                },
                {
                  "id": "PM14.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.474227
                },
                {
                  "id": "PM14.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将同一观察周期的数据入口按固定schema汇总；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 5.0375
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认观察窗口、指标口径和反馈来源授权。；只计超出常规检查的返工。",
                  "minutes": 0.927835
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.02",
              "scenarioId": "current",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 24.0,
              "totalMinutes": 21.483949,
              "parts": [
                0,
                20.453906,
                1.030043,
                0
              ],
              "budgetLow": 19.563948999999997,
              "budgetHigh": 23.403949,
              "humanActivities": [
                {
                  "id": "PM14.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 1.48784
                },
                {
                  "id": "PM14.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：重复记录保留归并依据；计算口径与冻结定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.060086
                },
                {
                  "id": "PM14.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 4.234621
                },
                {
                  "id": "PM14.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：重复记录保留归并依据；计算口径与冻结定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.951359
                },
                {
                  "id": "PM14.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助执行确定性汇总、去重候选和趋势表生成；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 6.72
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 1.030043
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额30%，条件敏感性10–50%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM14.03",
              "scenarioId": "current",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 11.25,
              "totalMinutes": 59.665727999999994,
              "parts": [
                0,
                53.549848,
                6.11588,
                0
              ],
              "budgetLow": 54.930473,
              "budgetHigh": 62.82256399999999,
              "humanActivities": [
                {
                  "id": "PM14.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 6.437768
                },
                {
                  "id": "PM14.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 14.967811
                },
                {
                  "id": "PM14.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 1.609442
                },
                {
                  "id": "PM14.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.701717
                },
                {
                  "id": "PM14.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把异常时点与版本、数据延迟和反馈事件对齐；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 26.83311
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。；只计超出常规检查的返工。",
                  "minutes": 6.11588
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM14.04",
              "scenarioId": "current",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 3.0,
              "totalMinutes": 111.053363,
              "parts": [
                0,
                97.521563,
                13.5318,
                0
              ],
              "budgetLow": 107.27730700000001,
              "budgetHigh": 112.67167300000001,
              "humanActivities": [
                {
                  "id": "PM14.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 15.832206
                },
                {
                  "id": "PM14.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 27.740189
                },
                {
                  "id": "PM14.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 0.67659
                },
                {
                  "id": "PM14.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.947226
                },
                {
                  "id": "PM14.04.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 52.325352
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。；只计超出常规检查的返工。",
                  "minutes": 13.5318
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.05",
              "scenarioId": "current",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 6.0,
              "totalMinutes": 37.06546,
              "parts": [
                0,
                34.558496,
                2.506964,
                0
              ],
              "budgetLow": 35.56546,
              "budgetHigh": 38.56546,
              "humanActivities": [
                {
                  "id": "PM14.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 7.019499
                },
                {
                  "id": "PM14.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.526462
                },
                {
                  "id": "PM14.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 1.002786
                },
                {
                  "id": "PM14.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.337047
                },
                {
                  "id": "PM14.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.172702
                },
                {
                  "id": "PM14.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理异常工单草稿、追踪字段和复查日期；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 13.5
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将证据包交给有权做工程、安全或业务处置决定的责任人。；只计超出常规检查的返工。",
                  "minutes": 2.506964
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM14",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 165.815331
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 16.423954
              }
            ]
          },
          "children": [
            {
              "unitId": "PM14.01",
              "scenarioId": "harness",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 29.25,
              "totalMinutes": 9.537528,
              "parts": [
                0,
                8.988748,
                0.54878,
                0
              ],
              "budgetLow": 8.566305,
              "budgetHigh": 10.832492,
              "humanActivities": [
                {
                  "id": "PM14.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 1.783537
                },
                {
                  "id": "PM14.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.097561
                },
                {
                  "id": "PM14.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 2.469512
                },
                {
                  "id": "PM14.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.371951
                },
                {
                  "id": "PM14.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将同一观察周期的数据入口按固定schema汇总；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 2.266187
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认观察窗口、指标口径和反馈来源授权。；只计超出常规检查的返工。",
                  "minutes": 0.54878
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.02",
              "scenarioId": "harness",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 56.0,
              "totalMinutes": 10.121371,
              "parts": [
                0,
                9.593667,
                0.527704,
                0
              ],
              "budgetLow": 8.121371,
              "budgetHigh": 13.454704,
              "humanActivities": [
                {
                  "id": "PM14.02.harness.02",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 3.905013
                },
                {
                  "id": "PM14.02.harness.03",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：重复记录保留归并依据；计算口径与冻结定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.688654
                },
                {
                  "id": "PM14.02.harness.01",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助执行确定性汇总、去重候选和趋势表生成；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 4.0
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.527704
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额70%，条件敏感性45–85%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM14.03",
              "scenarioId": "harness",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 30.0,
              "totalMinutes": 39.23037,
              "parts": [
                0,
                35.48037,
                3.75,
                0
              ],
              "budgetLow": 34.867489,
              "budgetHigh": 45.047544,
              "humanActivities": [
                {
                  "id": "PM14.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 3.894231
                },
                {
                  "id": "PM14.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.653846
                },
                {
                  "id": "PM14.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 1.730769
                },
                {
                  "id": "PM14.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.75
                },
                {
                  "id": "PM14.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把异常时点与版本、数据延迟和反馈事件对齐；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 17.451524
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。；只计超出常规检查的返工。",
                  "minutes": 3.75
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM14.04",
              "scenarioId": "harness",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 8.0,
              "totalMinutes": 98.819557,
              "parts": [
                0,
                88.732384,
                10.087173,
                0
              ],
              "budgetLow": 92.41118,
              "budgetHigh": 102.02374599999999,
              "humanActivities": [
                {
                  "id": "PM14.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 11.20797
                },
                {
                  "id": "PM14.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 26.525529
                },
                {
                  "id": "PM14.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 0.622665
                },
                {
                  "id": "PM14.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.24533
                },
                {
                  "id": "PM14.04.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 49.13089
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。；只计超出常规检查的返工。",
                  "minutes": 10.087173
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.05",
              "scenarioId": "harness",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 21.0,
              "totalMinutes": 24.530459,
              "parts": [
                0,
                23.020162,
                1.510297,
                0
              ],
              "budgetLow": 22.44994,
              "budgetHigh": 27.304485,
              "humanActivities": [
                {
                  "id": "PM14.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 4.942792
                },
                {
                  "id": "PM14.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.17849
                },
                {
                  "id": "PM14.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 0.686499
                },
                {
                  "id": "PM14.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.823799
                },
                {
                  "id": "PM14.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.372998
                },
                {
                  "id": "PM14.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理异常工单草稿、追踪字段和复查日期；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 9.015584
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将证据包交给有权做工程、安全或业务处置决定的责任人。；只计超出常规检查的返工。",
                  "minutes": 1.510297
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM14",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 146.783408
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 11.40505
              }
            ]
          },
          "children": [
            {
              "unitId": "PM14.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 36.0,
              "totalMinutes": 6.654471000000001,
              "parts": [
                0,
                6.380081000000001,
                0.27439,
                0
              ],
              "budgetLow": 6.071137,
              "budgetHigh": 7.821137,
              "humanActivities": [
                {
                  "id": "PM14.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 1.234756
                },
                {
                  "id": "PM14.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.54878
                },
                {
                  "id": "PM14.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 2.332317
                },
                {
                  "id": "PM14.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.097561
                },
                {
                  "id": "PM14.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将同一观察周期的数据入口按固定schema汇总；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 1.166667
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认观察窗口、指标口径和反馈来源授权。；只计超出常规检查的返工。",
                  "minutes": 0.27439
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 68.0,
              "totalMinutes": 5.767176999999999,
              "parts": [
                0,
                5.4505539999999995,
                0.316623,
                0
              ],
              "budgetLow": 4.807176999999999,
              "budgetHigh": 8.167177,
              "humanActivities": [
                {
                  "id": "PM14.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 3.377309
                },
                {
                  "id": "PM14.02.harness_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：重复记录保留归并依据；计算口径与冻结定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.633245
                },
                {
                  "id": "PM14.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助执行确定性汇总、去重候选和趋势表生成；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 1.44
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.316623
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额85%，条件敏感性60–95%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM14.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 37.5,
              "totalMinutes": 32.32026,
              "parts": [
                0,
                29.882400999999998,
                2.437859,
                0
              ],
              "budgetLow": 26.849135,
              "budgetHigh": 39.159165,
              "humanActivities": [
                {
                  "id": "PM14.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 3.154876
                },
                {
                  "id": "PM14.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.170172
                },
                {
                  "id": "PM14.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 1.720841
                },
                {
                  "id": "PM14.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.1587
                },
                {
                  "id": "PM14.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把异常时点与版本、数据延迟和反馈事件对齐；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 13.677812
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。；只计超出常规检查的返工。",
                  "minutes": 2.437859
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM14.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 10.0,
              "totalMinutes": 93.099633,
              "parts": [
                0,
                85.76467,
                7.334963,
                0
              ],
              "budgetLow": 85.12174,
              "budgetHigh": 96.82265,
              "humanActivities": [
                {
                  "id": "PM14.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 9.535452
                },
                {
                  "id": "PM14.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 26.161369
                },
                {
                  "id": "PM14.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 0.611247
                },
                {
                  "id": "PM14.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.589242
                },
                {
                  "id": "PM14.04.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 47.86736
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。；只计超出常规检查的返工。",
                  "minutes": 7.334963
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 27.0,
              "totalMinutes": 20.346917,
              "parts": [
                0,
                19.305702,
                1.041215,
                0
              ],
              "budgetLow": 17.775488,
              "budgetHigh": 23.561202,
              "humanActivities": [
                {
                  "id": "PM14.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 4.295011
                },
                {
                  "id": "PM14.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.466377
                },
                {
                  "id": "PM14.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 0.520607
                },
                {
                  "id": "PM14.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.780911
                },
                {
                  "id": "PM14.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.171367
                },
                {
                  "id": "PM14.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理异常工单草稿、追踪字段和复查日期；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 7.071429
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将证据包交给有权做工程、安全或业务处置决定的责任人。；只计超出常规检查的返工。",
                  "minutes": 1.041215
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM14",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 146.560231
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 12.172455
              }
            ]
          },
          "children": [
            {
              "unitId": "PM14.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 35.1,
              "totalMinutes": 7.9775529999999995,
              "parts": [
                0,
                7.565968,
                0.411585,
                0
              ],
              "budgetLow": 7.218177999999999,
              "budgetHigh": 9.116615000000001,
              "humanActivities": [
                {
                  "id": "PM14.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 1.509146
                },
                {
                  "id": "PM14.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.823171
                },
                {
                  "id": "PM14.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 2.469512
                },
                {
                  "id": "PM14.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.371951
                },
                {
                  "id": "PM14.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将同一观察周期的数据入口按固定schema汇总；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 1.392188
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认观察窗口、指标口径和反馈来源授权。；只计超出常规检查的返工。",
                  "minutes": 0.411585
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 64.0,
              "totalMinutes": 7.93583,
              "parts": [
                0,
                7.408126,
                0.527704,
                0
              ],
              "budgetLow": 6.97583,
              "budgetHigh": 10.33583,
              "humanActivities": [
                {
                  "id": "PM14.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 3.693931
                },
                {
                  "id": "PM14.02.model_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：重复记录保留归并依据；计算口径与冻结定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.794195
                },
                {
                  "id": "PM14.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助执行确定性汇总、去重候选和趋势表生成；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 1.92
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.527704
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性55–90%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM14.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 41.25,
              "totalMinutes": 32.968345,
              "parts": [
                0,
                29.956872999999998,
                3.011472,
                0
              ],
              "budgetLow": 27.493568,
              "budgetHigh": 39.811817,
              "humanActivities": [
                {
                  "id": "PM14.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 3.441683
                },
                {
                  "id": "PM14.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.030593
                },
                {
                  "id": "PM14.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 1.720841
                },
                {
                  "id": "PM14.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.445507
                },
                {
                  "id": "PM14.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把异常时点与版本、数据延迟和反馈事件对齐；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 12.318249
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。；只计超出常规检查的返工。",
                  "minutes": 3.011472
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM14.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 15.0,
              "totalMinutes": 87.25159099999999,
              "parts": [
                0,
                80.173965,
                7.077626,
                0
              ],
              "budgetLow": 79.851834,
              "budgetHigh": 92.18476299999999,
              "humanActivities": [
                {
                  "id": "PM14.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 9.589041
                },
                {
                  "id": "PM14.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 26.484018
                },
                {
                  "id": "PM14.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 0.570776
                },
                {
                  "id": "PM14.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.598174
                },
                {
                  "id": "PM14.04.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 41.931956
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。；只计超出常规检查的返工。",
                  "minutes": 7.077626
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 24.0,
              "totalMinutes": 22.599367,
              "parts": [
                0,
                21.455299,
                1.144068,
                0
              ],
              "budgetLow": 19.939126,
              "budgetHigh": 25.259608,
              "humanActivities": [
                {
                  "id": "PM14.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 4.70339
                },
                {
                  "id": "PM14.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.974576
                },
                {
                  "id": "PM14.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 0.635593
                },
                {
                  "id": "PM14.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.889831
                },
                {
                  "id": "PM14.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.271186
                },
                {
                  "id": "PM14.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理异常工单草稿、追踪字段和复查日期；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 7.980723
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将证据包交给有权做工程、安全或业务处置决定的责任人。；只计超出常规检查的返工。",
                  "minutes": 1.144068
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM14",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 128.232603
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 7.60526
              }
            ]
          },
          "children": [
            {
              "unitId": "PM14.01",
              "scenarioId": "rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 40.5,
              "totalMinutes": 5.736264,
              "parts": [
                0,
                5.469992,
                0.266272,
                0
              ],
              "budgetLow": 5.355495,
              "budgetHigh": 6.552198,
              "humanActivities": [
                {
                  "id": "PM14.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 0.931953
                },
                {
                  "id": "PM14.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.399408
                },
                {
                  "id": "PM14.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 2.39645
                },
                {
                  "id": "PM14.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.198225
                },
                {
                  "id": "PM14.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将同一观察周期的数据入口按固定schema汇总；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 0.543956
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认观察窗口、指标口径和反馈来源授权。；只计超出常规检查的返工。",
                  "minutes": 0.266272
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.02",
              "scenarioId": "rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 73.6,
              "totalMinutes": 4.7575009999999995,
              "parts": [
                0,
                4.547527,
                0.209974,
                0
              ],
              "budgetLow": 4.181501,
              "budgetHigh": 6.389501,
              "humanActivities": [
                {
                  "id": "PM14.02.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 3.149606
                },
                {
                  "id": "PM14.02.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：重复记录保留归并依据；计算口径与冻结定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.629921
                },
                {
                  "id": "PM14.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助执行确定性汇总、去重候选和趋势表生成；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 0.768
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.209974
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额92%，条件敏感性75–98%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM14.03",
              "scenarioId": "rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 48.75,
              "totalMinutes": 26.381953,
              "parts": [
                0,
                24.705975,
                1.675978,
                0
              ],
              "budgetLow": 21.2028,
              "budgetHigh": 34.150683,
              "humanActivities": [
                {
                  "id": "PM14.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 2.513966
                },
                {
                  "id": "PM14.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.424581
                },
                {
                  "id": "PM14.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 1.815642
                },
                {
                  "id": "PM14.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.888268
                },
                {
                  "id": "PM14.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把异常时点与版本、数据延迟和反馈事件对齐；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 9.063518
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。；只计超出常规检查的返工。",
                  "minutes": 1.675978
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM14.04",
              "scenarioId": "rsi",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 20.0,
              "totalMinutes": 81.184422,
              "parts": [
                0,
                76.479827,
                4.704595,
                0
              ],
              "budgetLow": 71.17278,
              "budgetHigh": 88.693153,
              "humanActivities": [
                {
                  "id": "PM14.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 7.986871
                },
                {
                  "id": "PM14.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 26.258206
                },
                {
                  "id": "PM14.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 0.547046
                },
                {
                  "id": "PM14.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.641138
                },
                {
                  "id": "PM14.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 40.046566
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。；只计超出常规检查的返工。",
                  "minutes": 4.704595
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.05",
              "scenarioId": "rsi",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 33.0,
              "totalMinutes": 17.777723,
              "parts": [
                0,
                17.029282000000002,
                0.748441,
                0
              ],
              "budgetLow": 15.309638,
              "budgetHigh": 21.479851,
              "humanActivities": [
                {
                  "id": "PM14.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 3.866944
                },
                {
                  "id": "PM14.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.363825
                },
                {
                  "id": "PM14.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 0.49896
                },
                {
                  "id": "PM14.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.748441
                },
                {
                  "id": "PM14.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.997921
                },
                {
                  "id": "PM14.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理异常工单草稿、追踪字段和复查日期；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 5.553191
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将证据包交给有权做工程、安全或业务处置决定的责任人。；只计超出常规检查的返工。",
                  "minutes": 0.748441
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM14",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 29.866127
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 1.521052
              }
            ]
          },
          "children": [
            {
              "unitId": "PM14.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 45.0,
              "eligibleMinutes": 45.0,
              "adoptedMinutes": 45.0,
              "delegatedMinutes": 44.1,
              "totalMinutes": 1.227134,
              "parts": [
                0,
                1.17388,
                0.053254,
                0
              ],
              "budgetLow": 1.1183429999999999,
              "budgetHigh": 1.390321,
              "humanActivities": [
                {
                  "id": "PM14.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 0.186391
                },
                {
                  "id": "PM14.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.099852
                },
                {
                  "id": "PM14.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 0.47929
                },
                {
                  "id": "PM14.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：窗口和版本范围一致；输入缺失有标记。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.299556
                },
                {
                  "id": "PM14.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将同一观察周期的数据入口按固定schema汇总；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认观察窗口、指标口径和反馈来源授权。",
                  "minutes": 0.108791
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认观察窗口、指标口径和反馈来源授权。；只计超出常规检查的返工。",
                  "minutes": 0.053254
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=45.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 77.6,
              "totalMinutes": 1.1173959999999998,
              "parts": [
                0,
                1.0754009999999998,
                0.041995,
                0
              ],
              "budgetLow": 0.829396,
              "budgetHigh": 1.597396,
              "humanActivities": [
                {
                  "id": "PM14.02.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 0.629921
                },
                {
                  "id": "PM14.02.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：重复记录保留归并依据；计算口径与冻结定义一致。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.15748
                },
                {
                  "id": "PM14.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助执行确定性汇总、去重候选和趋势表生成；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。",
                  "minutes": 0.288
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析者只处理脚本无法归并的重复候选；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.041995
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额97%，条件敏感性92–100%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM14.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 75.0,
              "eligibleMinutes": 75.0,
              "adoptedMinutes": 75.0,
              "delegatedMinutes": 71.25,
              "totalMinutes": 5.324117,
              "parts": [
                0,
                4.988921,
                0.335196,
                0
              ],
              "budgetLow": 4.288287,
              "budgetHigh": 7.913694,
              "humanActivities": [
                {
                  "id": "PM14.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 0.502793
                },
                {
                  "id": "PM14.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.606145
                },
                {
                  "id": "PM14.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 0.363128
                },
                {
                  "id": "PM14.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：可能影响结论的异常能定位到来源；未查明项保持开放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.222067
                },
                {
                  "id": "PM14.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助把异常时点与版本、数据延迟和反馈事件对齐；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。",
                  "minutes": 1.294788
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/分析人员核实关键异常是否来自数据链路或真实产品信号。；只计超出常规检查的返工。",
                  "minutes": 0.335196
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=75.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM14.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 100.0,
              "eligibleMinutes": 100.0,
              "adoptedMinutes": 100.0,
              "delegatedMinutes": 80.0,
              "totalMinutes": 19.634178,
              "parts": [
                0,
                18.693258999999998,
                0.940919,
                0
              ],
              "budgetLow": 12.125447,
              "budgetHigh": 29.64582,
              "humanActivities": [
                {
                  "id": "PM14.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 1.597374
                },
                {
                  "id": "PM14.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.564551
                },
                {
                  "id": "PM14.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。",
                  "minutes": 0.109409
                },
                {
                  "id": "PM14.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：解释与观测事实分开；时间共现没有被写成因果；异常严重性按既定口径描述。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.410284
                },
                {
                  "id": "PM14.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 10.011641
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些解释值得升级调查，并说明证据尚不能回答什么。；只计超出常规检查的返工。",
                  "minutes": 0.940919
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=100.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM14.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 54.0,
              "totalMinutes": 4.084354,
              "parts": [
                0,
                3.934666,
                0.149688,
                0
              ],
              "budgetLow": 3.09712,
              "budgetHigh": 6.552439000000001,
              "humanActivities": [
                {
                  "id": "PM14.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 0.773389
                },
                {
                  "id": "PM14.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.340956
                },
                {
                  "id": "PM14.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 0.099792
                },
                {
                  "id": "PM14.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：行动归属明确；需要授权决定的事项送交对应负责人。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.18711
                },
                {
                  "id": "PM14.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.299376
                },
                {
                  "id": "PM14.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助整理异常工单草稿、追踪字段和复查日期；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将证据包交给有权做工程、安全或业务处置决定的责任人。",
                  "minutes": 1.234043
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM14.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将证据包交给有权做工程、安全或业务处置决定的责任人。；只计超出常规检查的返工。",
                  "minutes": 0.149688
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    },
    "PM15": {
      "task": {
        "taskId": "PM15",
        "title": "整理高影响客户问题的事实与升级材料",
        "baselineMinutes": 300,
        "workload": "一个合成高影响事件：12条日志、6份客户反馈、3个系统组件和1条已批准升级路径；输出事实与升级包。",
        "inputState": "脱敏事件材料、访问权限、时间/影响口径、严重度规则和升级联系人已确认；事件指挥与客户处置决策权不在PM。",
        "output": "可回查事实时间线、影响范围线索、未知、引用和升级对象。",
        "qualityGate": [
          "时间线和影响范围绑定来源，冲突与未知显式保留。",
          "事实、推测和处置建议分开。",
          "升级按既定规则送达授权责任人，未经授权不触发客户动作。"
        ],
        "scopeExclusions": [
          "不发送客户答复、不修改客户数据、不承诺补偿或决定停服。",
          "不扩展至未经授权的日志、账户或个人信息。"
        ],
        "sourceIds": [
          "EMP-BRYNJOLFSSON-LI-RAYMOND-2025",
          "EMP-PMEVAL-2026",
          "FR-AEI"
        ],
        "subtasks": [
          {
            "id": "PM15.01",
            "title": "确认事件材料授权与问题范围",
            "baselineMinutes": 35,
            "output": "材料访问范围、事件时间窗和允许使用字段清单。",
            "acceptance": "只使用授权材料；范围缺项或脱敏失败被阻断。",
            "mechanism": "coordinate",
            "aiOpportunity": "可盘点授权目录并标出时间或来源缺口。",
            "humanActivity": "PM/事件协调者核对访问授权和升级规则适用于本事件。",
            "nonUseCondition": "日志包含未脱敏个人数据或访问授权不覆盖当前调查人时，不导入分析工作区。"
          },
          {
            "id": "PM15.02",
            "title": "抽取事件时间线与影响记录",
            "baselineMinutes": 80,
            "output": "按时间、系统、客户反馈和来源索引的事实时间线。",
            "acceptance": "每个事件节点有来源时间戳；时区或顺序不确定处注明。",
            "mechanism": "extract",
            "aiOpportunity": "可从允许的日志和反馈中提取事件时间、组件和引用。",
            "humanActivity": "分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
            "nonUseCondition": "日志时钟未同步或客户反馈时间只能估计时，不将排序写成精确先后关系。"
          },
          {
            "id": "PM15.03",
            "title": "核查影响对象与来源冲突",
            "baselineMinutes": 70,
            "output": "影响范围依据、冲突时间线和未知客户/系统列表。",
            "acceptance": "客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。",
            "mechanism": "verify",
            "aiOpportunity": "可对齐多个来源并定位重叠客户、时间和组件。",
            "humanActivity": "PM/工程联络人核查会改变升级判断的来源冲突。",
            "nonUseCondition": "客户标识不能安全去重或系统日志覆盖不完整时，不报告确定影响人数。"
          },
          {
            "id": "PM15.04",
            "title": "裁定事实强度与升级触发线索",
            "baselineMinutes": 65,
            "output": "已知事实、待证推断、未知和既定升级条件映射。",
            "acceptance": "严重度规则只按已批准标准映射；处置结论与证据包分开。",
            "mechanism": "judge",
            "aiOpportunity": "可将证据与既定升级条款并列，提示缺失条件。",
            "humanActivity": "PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
            "nonUseCondition": "事件触及安全/隐私阈值但证据不足以应用批准规则时，不降低等级或自行关闭事件。"
          },
          {
            "id": "PM15.05",
            "title": "交接升级包给事件责任人",
            "baselineMinutes": 50,
            "output": "带引用、未知项、影响线索和访问权限说明的升级材料。",
            "acceptance": "接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。",
            "mechanism": "coordinate",
            "aiOpportunity": "可按事件模板整理升级包并附来源索引。",
            "humanActivity": "PM将材料送达事件指挥或指定责任人，并确认接收状态。",
            "nonUseCondition": "已达到批准的紧急升级时限时，不等待完整报告才联系指定值班责任人。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM15",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 184.454001
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 25.728947
              }
            ]
          },
          "children": [
            {
              "unitId": "PM15.01",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 8.75,
              "totalMinutes": 23.027338999999998,
              "parts": [
                0,
                21.799269,
                1.22807,
                0
              ],
              "budgetLow": 21.942338999999997,
              "budgetHigh": 24.112339,
              "humanActivities": [
                {
                  "id": "PM15.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 6.140351
                },
                {
                  "id": "PM15.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.116959
                },
                {
                  "id": "PM15.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 1.023392
                },
                {
                  "id": "PM15.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.818713
                },
                {
                  "id": "PM15.01.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.274854
                },
                {
                  "id": "PM15.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助盘点授权目录并标出时间或来源缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 5.425
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/事件协调者核对访问授权和升级规则适用于本事件。；只计超出常规检查的返工。",
                  "minutes": 1.22807
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM15.02",
              "scenarioId": "agent",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 40.0,
              "totalMinutes": 28.742462999999997,
              "parts": [
                0,
                24.952277,
                3.790186,
                0
              ],
              "budgetLow": 26.373531,
              "budgetHigh": 31.901038999999997,
              "humanActivities": [
                {
                  "id": "PM15.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 2.571912
                },
                {
                  "id": "PM15.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.362098
                },
                {
                  "id": "PM15.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 2.301184
                },
                {
                  "id": "PM15.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.820643
                },
                {
                  "id": "PM15.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从允许的日志和反馈中提取事件时间、组件和引用；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 7.89644
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员把授权材料映射到共用事件ID，不补写缺失时间。；只计超出常规检查的返工。",
                  "minutes": 3.790186
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.03",
              "scenarioId": "agent",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 17.5,
              "totalMinutes": 56.272158,
              "parts": [
                0,
                47.808682,
                8.463476,
                0
              ],
              "budgetLow": 51.929565000000004,
              "budgetHigh": 60.614751,
              "humanActivities": [
                {
                  "id": "PM15.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 5.289673
                },
                {
                  "id": "PM15.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 15.869018
                },
                {
                  "id": "PM15.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 1.234257
                },
                {
                  "id": "PM15.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.702771
                },
                {
                  "id": "PM15.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助对齐多个来源并定位重叠客户、时间和组件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 21.712963
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/工程联络人核查会改变升级判断的来源冲突。；只计超出常规检查的返工。",
                  "minutes": 8.463476
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM15.04",
              "scenarioId": "agent",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 3.25,
              "totalMinutes": 76.53101099999999,
              "parts": [
                0,
                65.697678,
                10.833333,
                0
              ],
              "budgetLow": 72.993214,
              "budgetHigh": 78.29991,
              "humanActivities": [
                {
                  "id": "PM15.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 10.970464
                },
                {
                  "id": "PM15.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.295359
                },
                {
                  "id": "PM15.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 0.411392
                },
                {
                  "id": "PM15.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.411392
                },
                {
                  "id": "PM15.04.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。客户/市场证据整理稍快；结论仍逐项人工取舍。",
                  "minutes": 33.609071
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。；只计超出常规检查的返工。",
                  "minutes": 10.833333
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.05",
              "scenarioId": "agent",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 12.5,
              "totalMinutes": 25.609977,
              "parts": [
                0,
                24.196095,
                1.413882,
                0
              ],
              "budgetLow": 23.855591,
              "budgetHigh": 27.364363,
              "humanActivities": [
                {
                  "id": "PM15.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 4.498715
                },
                {
                  "id": "PM15.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.840617
                },
                {
                  "id": "PM15.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 0.642674
                },
                {
                  "id": "PM15.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.156812
                },
                {
                  "id": "PM15.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.285347
                },
                {
                  "id": "PM15.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按事件模板整理升级包并附来源索引；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 8.77193
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将材料送达事件指挥或指定责任人，并确认接收状态。；只计超出常规检查的返工。",
                  "minutes": 1.413882
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM15",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 218.774929
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 24.611181
              }
            ]
          },
          "children": [
            {
              "unitId": "PM15.01",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 3.5,
              "totalMinutes": 28.896464,
              "parts": [
                0,
                27.93756,
                0.958904,
                0
              ],
              "budgetLow": 28.109643000000002,
              "budgetHigh": 29.683286,
              "humanActivities": [
                {
                  "id": "PM15.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 9.109589
                },
                {
                  "id": "PM15.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.273973
                },
                {
                  "id": "PM15.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 1.19863
                },
                {
                  "id": "PM15.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.719178
                },
                {
                  "id": "PM15.01.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 4.554795
                },
                {
                  "id": "PM15.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助盘点授权目录并标出时间或来源缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 7.081395
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/事件协调者核对访问授权和升级规则适用于本事件。；只计超出常规检查的返工。",
                  "minutes": 0.958904
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM15.02",
              "scenarioId": "current",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 28.0,
              "totalMinutes": 34.512234,
              "parts": [
                0,
                30.862599,
                3.649635,
                0
              ],
              "budgetLow": 30.990221,
              "budgetHigh": 38.034245999999996,
              "humanActivities": [
                {
                  "id": "PM15.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 4.233577
                },
                {
                  "id": "PM15.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.007299
                },
                {
                  "id": "PM15.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 3.065693
                },
                {
                  "id": "PM15.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.109489
                },
                {
                  "id": "PM15.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从允许的日志和反馈中提取事件时间、组件和引用；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 11.446541
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员把授权材料映射到共用事件ID，不补写缺失时间。；只计超出常规检查的返工。",
                  "minutes": 3.649635
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.03",
              "scenarioId": "current",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 10.5,
              "totalMinutes": 64.370021,
              "parts": [
                0,
                56.445493,
                7.924528,
                0
              ],
              "budgetLow": 59.536688000000005,
              "budgetHigh": 67.592243,
              "humanActivities": [
                {
                  "id": "PM15.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 7.924528
                },
                {
                  "id": "PM15.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.603774
                },
                {
                  "id": "PM15.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 1.509434
                },
                {
                  "id": "PM15.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.018868
                },
                {
                  "id": "PM15.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助对齐多个来源并定位重叠客户、时间和组件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 27.388889
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/工程联络人核查会改变升级判断的来源冲突。；只计超出常规检查的返工。",
                  "minutes": 7.924528
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM15.04",
              "scenarioId": "current",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 1.95,
              "totalMinutes": 83.827014,
              "parts": [
                0,
                73.324831,
                10.502183,
                0
              ],
              "budgetLow": 81.177903,
              "budgetHigh": 84.96234700000001,
              "humanActivities": [
                {
                  "id": "PM15.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 15.327511
                },
                {
                  "id": "PM15.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.436681
                },
                {
                  "id": "PM15.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 0.425764
                },
                {
                  "id": "PM15.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.425764
                },
                {
                  "id": "PM15.04.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 36.709111
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。；只计超出常规检查的返工。",
                  "minutes": 10.502183
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.05",
              "scenarioId": "current",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 5.0,
              "totalMinutes": 31.780377,
              "parts": [
                0,
                30.204446,
                1.575931,
                0
              ],
              "budgetLow": 30.493732,
              "budgetHigh": 33.067022,
              "humanActivities": [
                {
                  "id": "PM15.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 6.733524
                },
                {
                  "id": "PM15.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.022923
                },
                {
                  "id": "PM15.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 1.002865
                },
                {
                  "id": "PM15.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.002865
                },
                {
                  "id": "PM15.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.862464
                },
                {
                  "id": "PM15.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按事件模板整理升级包并附来源索引；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 11.579805
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将材料送达事件指挥或指定责任人，并确认接收状态。；只计超出常规检查的返工。",
                  "minutes": 1.575931
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM15",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 163.727188
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 17.739766
              }
            ]
          },
          "children": [
            {
              "unitId": "PM15.01",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 20.864216000000003,
              "parts": [
                0,
                20.090735000000002,
                0.773481,
                0
              ],
              "budgetLow": 19.708555,
              "budgetHigh": 22.405096,
              "humanActivities": [
                {
                  "id": "PM15.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 6.574586
                },
                {
                  "id": "PM15.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.060773
                },
                {
                  "id": "PM15.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 0.773481
                },
                {
                  "id": "PM15.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.58011
                },
                {
                  "id": "PM15.01.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.093923
                },
                {
                  "id": "PM15.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助盘点授权目录并标出时间或来源缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 5.007862
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/事件协调者核对访问授权和升级规则适用于本事件。；只计超出常规检查的返工。",
                  "minutes": 0.773481
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM15.02",
              "scenarioId": "harness",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 52.0,
              "totalMinutes": 18.035053,
              "parts": [
                0,
                15.946962000000001,
                2.088091,
                0
              ],
              "budgetLow": 15.731053000000001,
              "budgetHigh": 21.107053,
              "humanActivities": [
                {
                  "id": "PM15.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 2.088091
                },
                {
                  "id": "PM15.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.218597
                },
                {
                  "id": "PM15.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 3.001631
                },
                {
                  "id": "PM15.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.262643
                },
                {
                  "id": "PM15.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从允许的日志和反馈中提取事件时间、组件和引用；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 5.376
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员把授权材料映射到共用事件ID，不补写缺失时间。；只计超出常规检查的返工。",
                  "minutes": 2.088091
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.03",
              "scenarioId": "harness",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 28.0,
              "totalMinutes": 47.147642,
              "parts": [
                0,
                41.372642,
                5.775,
                0
              ],
              "budgetLow": 42.491981,
              "budgetHigh": 53.355189,
              "humanActivities": [
                {
                  "id": "PM15.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 5.425
                },
                {
                  "id": "PM15.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.775
                },
                {
                  "id": "PM15.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 1.225
                },
                {
                  "id": "PM15.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.325
                },
                {
                  "id": "PM15.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助对齐多个来源并定位重叠客户、时间和组件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 18.622642
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/工程联络人核查会改变升级判断的来源冲突。；只计超出常规检查的返工。",
                  "minutes": 5.775
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM15.04",
              "scenarioId": "harness",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 5.2,
              "totalMinutes": 74.68144899999999,
              "parts": [
                0,
                66.438206,
                8.243243,
                0
              ],
              "budgetLow": 70.157782,
              "budgetHigh": 76.94328300000001,
              "humanActivities": [
                {
                  "id": "PM15.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 10.945946
                },
                {
                  "id": "PM15.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 20.0
                },
                {
                  "id": "PM15.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 0.405405
                },
                {
                  "id": "PM15.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.405405
                },
                {
                  "id": "PM15.04.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 34.68145
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。；只计超出常规检查的返工。",
                  "minutes": 8.243243
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.05",
              "scenarioId": "harness",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 17.5,
              "totalMinutes": 20.738594,
              "parts": [
                0,
                19.878643,
                0.859951,
                0
              ],
              "budgetLow": 18.957867999999998,
              "budgetHigh": 23.112896,
              "humanActivities": [
                {
                  "id": "PM15.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 4.791155
                },
                {
                  "id": "PM15.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.791155
                },
                {
                  "id": "PM15.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 0.614251
                },
                {
                  "id": "PM15.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.737101
                },
                {
                  "id": "PM15.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.228501
                },
                {
                  "id": "PM15.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按事件模板整理升级包并附来源索引；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 7.71648
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将材料送达事件指挥或指定责任人，并确认接收状态。；只计超出常规检查的返工。",
                  "minutes": 0.859951
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM15",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 145.100256
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 12.060953
              }
            ]
          },
          "children": [
            {
              "unitId": "PM15.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 15.75,
              "totalMinutes": 17.602527,
              "parts": [
                0,
                17.243553,
                0.358974,
                0
              ],
              "budgetLow": 16.096713,
              "budgetHigh": 19.484795000000002,
              "humanActivities": [
                {
                  "id": "PM15.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 5.564103
                },
                {
                  "id": "PM15.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.948718
                },
                {
                  "id": "PM15.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 0.717949
                },
                {
                  "id": "PM15.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.538462
                },
                {
                  "id": "PM15.01.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.333333
                },
                {
                  "id": "PM15.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助盘点授权目录并标出时间或来源缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 4.140988
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/事件协调者核对访问授权和升级规则适用于本事件。；只计超出常规检查的返工。",
                  "minutes": 0.358974
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM15.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 64.0,
              "totalMinutes": 12.361420999999998,
              "parts": [
                0,
                11.209420999999999,
                1.152,
                0
              ],
              "budgetLow": 10.980711,
              "budgetHigh": 15.122843,
              "humanActivities": [
                {
                  "id": "PM15.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 1.28
                },
                {
                  "id": "PM15.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.28
                },
                {
                  "id": "PM15.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 3.072
                },
                {
                  "id": "PM15.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.816
                },
                {
                  "id": "PM15.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从允许的日志和反馈中提取事件时间、组件和引用；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 2.761421
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员把授权材料映射到共用事件ID，不补写缺失时间。；只计超出常规检查的返工。",
                  "minutes": 1.152
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 35.0,
              "totalMinutes": 40.42165,
              "parts": [
                0,
                36.293886,
                4.127764,
                0
              ],
              "budgetLow": 34.434808000000004,
              "budgetHigh": 47.905203,
              "humanActivities": [
                {
                  "id": "PM15.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 4.471744
                },
                {
                  "id": "PM15.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 11.523342
                },
                {
                  "id": "PM15.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 1.375921
                },
                {
                  "id": "PM15.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.955774
                },
                {
                  "id": "PM15.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助对齐多个来源并定位重叠客户、时间和组件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 14.967105
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/工程联络人核查会改变升级判断的来源冲突。；只计超出常规检查的返工。",
                  "minutes": 4.127764
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM15.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 6.5,
              "totalMinutes": 69.698106,
              "parts": [
                0,
                63.861371,
                5.836735,
                0
              ],
              "budgetLow": 64.051143,
              "budgetHigh": 72.33335500000001,
              "humanActivities": [
                {
                  "id": "PM15.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 8.887755
                },
                {
                  "id": "PM15.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 19.102041
                },
                {
                  "id": "PM15.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 0.663265
                },
                {
                  "id": "PM15.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.326531
                },
                {
                  "id": "PM15.04.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 33.881779
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。；只计超出常规检查的返工。",
                  "minutes": 5.836735
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 22.5,
              "totalMinutes": 17.077505,
              "parts": [
                0,
                16.492024999999998,
                0.58548,
                0
              ],
              "budgetLow": 14.870058,
              "budgetHigh": 19.836813,
              "humanActivities": [
                {
                  "id": "PM15.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 3.981265
                },
                {
                  "id": "PM15.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.332553
                },
                {
                  "id": "PM15.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 0.58548
                },
                {
                  "id": "PM15.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.58548
                },
                {
                  "id": "PM15.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.936768
                },
                {
                  "id": "PM15.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按事件模板整理升级包并附来源索引；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 6.070479
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将材料送达事件指挥或指定责任人，并确认接收状态。；只计超出常规检查的返工。",
                  "minutes": 0.58548
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM15",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 145.561848
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 13.174373
              }
            ]
          },
          "children": [
            {
              "unitId": "PM15.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 14.0,
              "totalMinutes": 19.427712,
              "parts": [
                0,
                18.686971,
                0.740741,
                0
              ],
              "budgetLow": 17.951808,
              "budgetHigh": 20.903615,
              "humanActivities": [
                {
                  "id": "PM15.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 5.925926
                },
                {
                  "id": "PM15.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.259259
                },
                {
                  "id": "PM15.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 0.925926
                },
                {
                  "id": "PM15.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.555556
                },
                {
                  "id": "PM15.01.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.592593
                },
                {
                  "id": "PM15.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助盘点授权目录并标出时间或来源缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 4.427711
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/事件协调者核对访问授权和升级规则适用于本事件。；只计超出常规检查的返工。",
                  "minutes": 0.740741
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM15.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 62.4,
              "totalMinutes": 15.445436999999998,
              "parts": [
                0,
                13.513069999999999,
                1.932367,
                0
              ],
              "budgetLow": 13.696103999999998,
              "budgetHigh": 18.069437,
              "humanActivities": [
                {
                  "id": "PM15.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 1.803543
                },
                {
                  "id": "PM15.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.061192
                },
                {
                  "id": "PM15.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 2.962963
                },
                {
                  "id": "PM15.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.478261
                },
                {
                  "id": "PM15.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从允许的日志和反馈中提取事件时间、组件和引用；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 3.207111
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员把授权材料映射到共用事件ID，不补写缺失时间。；只计超出常规检查的返工。",
                  "minutes": 1.932367
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 38.5,
              "totalMinutes": 39.717647,
              "parts": [
                0,
                35.6,
                4.117647,
                0
              ],
              "budgetLow": 33.85098,
              "budgetHigh": 47.050979999999996,
              "humanActivities": [
                {
                  "id": "PM15.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 4.611765
                },
                {
                  "id": "PM15.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.023529
                },
                {
                  "id": "PM15.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 1.647059
                },
                {
                  "id": "PM15.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.117647
                },
                {
                  "id": "PM15.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助对齐多个来源并定位重叠客户、时间和组件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 13.2
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/工程联络人核查会改变升级判断的来源冲突。；只计超出常规检查的返工。",
                  "minutes": 4.117647
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM15.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 9.75,
              "totalMinutes": 64.753533,
              "parts": [
                0,
                59.203248,
                5.550285,
                0
              ],
              "budgetLow": 59.573229000000005,
              "budgetHigh": 68.20706799999999,
              "humanActivities": [
                {
                  "id": "PM15.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 8.880455
                },
                {
                  "id": "PM15.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 19.117647
                },
                {
                  "id": "PM15.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 0.616698
                },
                {
                  "id": "PM15.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.233397
                },
                {
                  "id": "PM15.04.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 29.355051
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。；只计超出常规检查的返工。",
                  "minutes": 5.550285
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 20.0,
              "totalMinutes": 19.391892,
              "parts": [
                0,
                18.558559,
                0.833333,
                0
              ],
              "budgetLow": 17.094594999999998,
              "budgetHigh": 21.689189,
              "humanActivities": [
                {
                  "id": "PM15.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 4.404762
                },
                {
                  "id": "PM15.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.880952
                },
                {
                  "id": "PM15.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 0.595238
                },
                {
                  "id": "PM15.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.714286
                },
                {
                  "id": "PM15.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.071429
                },
                {
                  "id": "PM15.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按事件模板整理升级包并附来源索引；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 6.891892
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将材料送达事件指挥或指定责任人，并确认接收状态。；只计超出常规检查的返工。",
                  "minutes": 0.833333
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM15",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 127.091421
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 8.680434
              }
            ]
          },
          "children": [
            {
              "unitId": "PM15.01",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 19.25,
              "totalMinutes": 16.213109,
              "parts": [
                0,
                15.700914,
                0.512195,
                0
              ],
              "budgetLow": 14.77422,
              "budgetHigh": 18.371442,
              "humanActivities": [
                {
                  "id": "PM15.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 5.292683
                },
                {
                  "id": "PM15.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.926829
                },
                {
                  "id": "PM15.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 0.682927
                },
                {
                  "id": "PM15.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.512195
                },
                {
                  "id": "PM15.01.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.04878
                },
                {
                  "id": "PM15.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助盘点授权目录并标出时间或来源缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 3.2375
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/事件协调者核对访问授权和升级规则适用于本事件。；只计超出常规检查的返工。",
                  "minutes": 0.512195
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM15.02",
              "scenarioId": "rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 72.0,
              "totalMinutes": 10.236025,
              "parts": [
                0,
                9.242236,
                0.993789,
                0
              ],
              "budgetLow": 9.331678,
              "budgetHigh": 12.173914,
              "humanActivities": [
                {
                  "id": "PM15.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 0.993789
                },
                {
                  "id": "PM15.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.993789
                },
                {
                  "id": "PM15.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 2.857143
                },
                {
                  "id": "PM15.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.10559
                },
                {
                  "id": "PM15.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从允许的日志和反馈中提取事件时间、组件和引用；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 1.291925
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员把授权材料映射到共用事件ID，不补写缺失时间。；只计超出常规检查的返工。",
                  "minutes": 0.993789
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.03",
              "scenarioId": "rsi",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 45.5,
              "totalMinutes": 33.38783,
              "parts": [
                0,
                30.689417000000002,
                2.698413,
                0
              ],
              "budgetLow": 27.733107,
              "budgetHigh": 41.869915,
              "humanActivities": [
                {
                  "id": "PM15.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 3.650794
                },
                {
                  "id": "PM15.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 10.793651
                },
                {
                  "id": "PM15.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 1.587302
                },
                {
                  "id": "PM15.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.761905
                },
                {
                  "id": "PM15.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助对齐多个来源并定位重叠客户、时间和组件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 9.895765
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/工程联络人核查会改变升级判断的来源冲突。；只计超出常规检查的返工。",
                  "minutes": 2.698413
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM15.04",
              "scenarioId": "rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 13.0,
              "totalMinutes": 60.680077000000004,
              "parts": [
                0,
                56.780077000000006,
                3.9,
                0
              ],
              "budgetLow": 53.664603,
              "budgetHigh": 65.941682,
              "humanActivities": [
                {
                  "id": "PM15.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 7.681818
                },
                {
                  "id": "PM15.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 19.263636
                },
                {
                  "id": "PM15.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 0.472727
                },
                {
                  "id": "PM15.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.3
                },
                {
                  "id": "PM15.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 28.061896
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。；只计超出常规检查的返工。",
                  "minutes": 3.9
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.05",
              "scenarioId": "rsi",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 27.5,
              "totalMinutes": 15.254814,
              "parts": [
                0,
                14.678777,
                0.576037,
                0
              ],
              "budgetLow": 13.134395999999999,
              "budgetHigh": 18.435443,
              "humanActivities": [
                {
                  "id": "PM15.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 3.686636
                },
                {
                  "id": "PM15.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.262673
                },
                {
                  "id": "PM15.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 0.576037
                },
                {
                  "id": "PM15.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.576037
                },
                {
                  "id": "PM15.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.806452
                },
                {
                  "id": "PM15.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按事件模板整理升级包并附来源索引；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 4.770942
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将材料送达事件指挥或指定责任人，并确认接收状态。；只计超出常规检查的返工。",
                  "minutes": 0.576037
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM15",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 29.194209
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 1.736087
              }
            ]
          },
          "children": [
            {
              "unitId": "PM15.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 3.741395,
              "parts": [
                0,
                3.638956,
                0.102439,
                0
              ],
              "budgetLow": 3.16584,
              "budgetHigh": 5.180284,
              "humanActivities": [
                {
                  "id": "PM15.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 1.058537
                },
                {
                  "id": "PM15.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.981707
                },
                {
                  "id": "PM15.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 0.136585
                },
                {
                  "id": "PM15.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：只使用授权材料；范围缺项或脱敏失败被阻断。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.128049
                },
                {
                  "id": "PM15.01.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.614634
                },
                {
                  "id": "PM15.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助盘点授权目录并标出时间或来源缺口；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/事件协调者核对访问授权和升级规则适用于本事件。",
                  "minutes": 0.719444
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/事件协调者核对访问授权和升级规则适用于本事件。；只计超出常规检查的返工。",
                  "minutes": 0.102439
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            },
            {
              "unitId": "PM15.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 78.4,
              "totalMinutes": 2.2521750000000003,
              "parts": [
                0,
                2.053417,
                0.198758,
                0
              ],
              "budgetLow": 1.99379,
              "budgetHigh": 2.639753,
              "humanActivities": [
                {
                  "id": "PM15.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 0.198758
                },
                {
                  "id": "PM15.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.248447
                },
                {
                  "id": "PM15.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 0.571429
                },
                {
                  "id": "PM15.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个事件节点有来源时间戳；时区或顺序不确定处注明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.776398
                },
                {
                  "id": "PM15.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从允许的日志和反馈中提取事件时间、组件和引用；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：分析人员把授权材料映射到共用事件ID，不补写缺失时间。",
                  "minutes": 0.258385
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：分析人员把授权材料映射到共用事件ID，不补写缺失时间。；只计超出常规检查的返工。",
                  "minutes": 0.198758
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 66.5,
              "totalMinutes": 6.889872,
              "parts": [
                0,
                6.350189,
                0.539683,
                0
              ],
              "budgetLow": 5.758927,
              "budgetHigh": 9.717233,
              "humanActivities": [
                {
                  "id": "PM15.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 0.730159
                },
                {
                  "id": "PM15.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.698413
                },
                {
                  "id": "PM15.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 0.31746
                },
                {
                  "id": "PM15.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：客户数与报告数区分；跨系统冲突有来源记录；影响范围未知显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.190476
                },
                {
                  "id": "PM15.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助对齐多个来源并定位重叠客户、时间和组件；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM/工程联络人核查会改变升级判断的来源冲突。",
                  "minutes": 1.413681
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM/工程联络人核查会改变升级判断的来源冲突。；只计超出常规检查的返工。",
                  "minutes": 0.539683
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM15.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 52.0,
              "totalMinutes": 14.567292,
              "parts": [
                0,
                13.787292,
                0.78,
                0
              ],
              "budgetLow": 9.305686,
              "budgetHigh": 21.582766000000003,
              "humanActivities": [
                {
                  "id": "PM15.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 1.536364
                },
                {
                  "id": "PM15.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.815909
                },
                {
                  "id": "PM15.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。",
                  "minutes": 0.094545
                },
                {
                  "id": "PM15.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：严重度规则只按已批准标准映射；处置结论与证据包分开。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.325
                },
                {
                  "id": "PM15.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 7.015474
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断事实是否足以触发既定升级，并把响应决定留给事件指挥。；只计超出常规检查的返工。",
                  "minutes": 0.78
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM15.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 50.0,
              "eligibleMinutes": 50.0,
              "adoptedMinutes": 50.0,
              "delegatedMinutes": 45.0,
              "totalMinutes": 3.4795619999999996,
              "parts": [
                0,
                3.3643549999999998,
                0.115207,
                0
              ],
              "budgetLow": 2.631395,
              "budgetHigh": 5.599981,
              "humanActivities": [
                {
                  "id": "PM15.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 0.737327
                },
                {
                  "id": "PM15.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.065668
                },
                {
                  "id": "PM15.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 0.115207
                },
                {
                  "id": "PM15.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：接收责任人和升级时间可查；客户处置与生产决策明确交给授权者。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.144009
                },
                {
                  "id": "PM15.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.241935
                },
                {
                  "id": "PM15.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按事件模板整理升级包并附来源索引；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM将材料送达事件指挥或指定责任人，并确认接收状态。",
                  "minutes": 1.060209
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM15.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM将材料送达事件指挥或指定责任人，并确认接收状态。；只计超出常规检查的返工。",
                  "minutes": 0.115207
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=50.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    },
    "PM16": {
      "task": {
        "taskId": "PM16",
        "title": "维护 AI 功能评测样例与质量分析",
        "baselineMinutes": 360,
        "workload": "一个合成维护批次：24条既有冻结测试、6条新候选样例、2个固定配置；对冻结集运行1次并交付错误分析。",
        "inputState": "产品要求、授权样例、当前冻结rubric、模型/工具配置、执行预算、数据版本和保留规则已给定；6条候选样例需要单独核对答案依据。",
        "output": "版本化样例清单、隔离划分、冻结评测全量试次、争议评分、错误分析和回归建议。",
        "qualityGate": [
          "新增gold与既有冻结评测运行分别记录；开发/留出边界可复核。",
          "超时、失败、放弃和人工干预保留在全部安排试次中。",
          "争议评分与严重错误单列，归因保持为可复验假设。"
        ],
        "scopeExclusions": [
          "不把公开基准或模型自评分当作本站业务质量结论。",
          "不将平均分换算成PM节时或部署安全批准。"
        ],
        "sourceIds": [
          "EMP-PMEVAL-2026",
          "FR-ANTHROPIC-HARNESS",
          "FR-HARNESS-EVAL"
        ],
        "subtasks": [
          {
            "id": "PM16.01",
            "title": "登记样例来源、版本和答案依据",
            "baselineMinutes": 35,
            "output": "24条冻结样例与6条候选样例的来源、版本和权限清单。",
            "acceptance": "每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。",
            "mechanism": "extract",
            "aiOpportunity": "可抽取样例字段、引用位置和版本差异。",
            "humanActivity": "评测维护者确认样例材料有授权且版本可追溯。",
            "nonUseCondition": "候选样例没有合法来源或答案出处时，不纳入当前评测集。"
          },
          {
            "id": "PM16.02",
            "title": "裁定新样例gold与评分规则适用性",
            "baselineMinutes": 70,
            "output": "6条候选样例的gold答案、评分依据或待解决争议。",
            "acceptance": "每条gold有可核来源和适用版本；不同专家意见保留差异。",
            "mechanism": "judge",
            "aiOpportunity": "可并列候选答案和规则依据，指出可能的歧义。",
            "humanActivity": "PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
            "nonUseCondition": "权威规则冲突未解或专家无法验证答案时，不冻结该样例的gold。"
          },
          {
            "id": "PM16.03",
            "title": "隔离开发样例与留出集",
            "baselineMinutes": 40,
            "output": "带访问边界和近重复检查结果的划分清单。",
            "acceptance": "开发样例与留出集没有未披露重叠；已公开样例身份被标明。",
            "mechanism": "verify",
            "aiOpportunity": "可检查重复字段、相似文本和提示中暴露答案的风险。",
            "humanActivity": "评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
            "nonUseCondition": "留出样例已进入提示、训练或人工调参循环且无法替换时，不将该划分称为盲测。"
          },
          {
            "id": "PM16.04",
            "title": "运行既有冻结评测并保留全量试次",
            "baselineMinutes": 55,
            "output": "24条冻结案例在2个配置下的原始产物、失败和运行轨迹。",
            "acceptance": "输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。",
            "mechanism": "execute",
            "aiOpportunity": "可按固定配置运行测试并收集原始产物和环境状态。",
            "humanActivity": "操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
            "nonUseCondition": "配置、测试集hash或预算与冻结登记不一致时，不把运行归入该评测批次。"
          },
          {
            "id": "PM16.05",
            "title": "按冻结rubric评分并裁定争议产物",
            "baselineMinutes": 90,
            "output": "原始评分、人工复核、争议状态和严重错误记录。",
            "acceptance": "自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。",
            "mechanism": "judge",
            "aiOpportunity": "可按既有rubric预评分、定位证据片段并聚类疑似错误。",
            "humanActivity": "独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
            "nonUseCondition": "评分rubric版本缺失或评分者无法访问必要上下文时，不给产物确定分数。"
          },
          {
            "id": "PM16.06",
            "title": "分析错误模式与验证改进候选",
            "baselineMinutes": 70,
            "output": "现象、候选根因、可区分复验和回归建议。",
            "acceptance": "观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。",
            "mechanism": "verify",
            "aiOpportunity": "可按工具、检索、输入和输出错误聚类，并提出候选解释。",
            "humanActivity": "PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
            "nonUseCondition": "不同配置同时改变多个因素或试次数不可比时，不把分数变化归因于单一改动。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM16",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 229.404204
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 35.325838
              }
            ]
          },
          "children": [
            {
              "unitId": "PM16.01",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 17.5,
              "totalMinutes": 10.792087,
              "parts": [
                0,
                9.97542,
                0.816667,
                0
              ],
              "budgetLow": 10.074461000000001,
              "budgetHigh": 11.748922,
              "humanActivities": [
                {
                  "id": "PM16.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 1.516667
                },
                {
                  "id": "PM16.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.983333
                },
                {
                  "id": "PM16.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 1.866667
                },
                {
                  "id": "PM16.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.216667
                },
                {
                  "id": "PM16.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取样例字段、引用位置和版本差异；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 2.392086
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测维护者确认样例材料有授权且版本可追溯。；只计超出常规检查的返工。",
                  "minutes": 0.816667
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.02",
              "scenarioId": "agent",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 3.5,
              "totalMinutes": 72.34474399999999,
              "parts": [
                0,
                63.134218,
                9.210526,
                0
              ],
              "budgetLow": 68.98052,
              "budgetHigh": 74.026856,
              "humanActivities": [
                {
                  "id": "PM16.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 9.493927
                },
                {
                  "id": "PM16.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 19.696356
                },
                {
                  "id": "PM16.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 0.708502
                },
                {
                  "id": "PM16.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.275304
                },
                {
                  "id": "PM16.02.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。设计资料/约束记录可快速汇集；最终设计判断仍由PM做。",
                  "minutes": 31.960129
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。；只计超出常规检查的返工。",
                  "minutes": 9.210526
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.03",
              "scenarioId": "agent",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 10.0,
              "totalMinutes": 18.028588000000003,
              "parts": [
                0,
                16.433496,
                1.595092,
                0
              ],
              "budgetLow": 16.729619,
              "budgetHigh": 19.327557000000002,
              "humanActivities": [
                {
                  "id": "PM16.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 2.08589
                },
                {
                  "id": "PM16.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.803681
                },
                {
                  "id": "PM16.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.472393
                },
                {
                  "id": "PM16.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.576687
                },
                {
                  "id": "PM16.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查重复字段、相似文本和提示中暴露答案的风险；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 6.494845
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测负责人确认留出集没有被用于当前调参并记录已知暴露。；只计超出常规检查的返工。",
                  "minutes": 1.595092
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.04",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 13.75,
              "totalMinutes": 12.1327,
              "parts": [
                0,
                11.304075,
                0.828625,
                0
              ],
              "budgetLow": 11.425557000000001,
              "budgetHigh": 12.839843,
              "humanActivities": [
                {
                  "id": "PM16.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 0.207156
                },
                {
                  "id": "PM16.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.310734
                },
                {
                  "id": "PM16.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 2.693032
                },
                {
                  "id": "PM16.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.557439
                },
                {
                  "id": "PM16.04.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定配置运行测试并收集原始产物和环境状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 3.535714
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.828625
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。评测执行还需检查评价器对真实目标的覆盖。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.05",
              "scenarioId": "agent",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 4.5,
              "totalMinutes": 93.762595,
              "parts": [
                0,
                80.018102,
                13.744493,
                0
              ],
              "budgetLow": 89.248749,
              "budgetHigh": 96.019519,
              "humanActivities": [
                {
                  "id": "PM16.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 9.38326
                },
                {
                  "id": "PM16.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 25.903084
                },
                {
                  "id": "PM16.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 0.528634
                },
                {
                  "id": "PM16.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.321586
                },
                {
                  "id": "PM16.05.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。Agent比较候选方案和证据差异减少手动拼表；取舍仍人工完成。",
                  "minutes": 42.881538
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。；只计超出常规检查的返工。",
                  "minutes": 13.744493
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.06",
              "scenarioId": "agent",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 17.5,
              "totalMinutes": 57.66932799999999,
              "parts": [
                0,
                48.538892999999995,
                9.130435,
                0
              ],
              "budgetLow": 53.32568,
              "budgetHigh": 62.012975999999995,
              "humanActivities": [
                {
                  "id": "PM16.06.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 5.896739
                },
                {
                  "id": "PM16.06.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.358696
                },
                {
                  "id": "PM16.06.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 1.141304
                },
                {
                  "id": "PM16.06.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.423913
                },
                {
                  "id": "PM16.06.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按工具、检索、输入和输出错误聚类，并提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 21.718241
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.06.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。；只计超出常规检查的返工。",
                  "minutes": 9.130435
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM16",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 267.750096
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 34.243011
              }
            ]
          },
          "children": [
            {
              "unitId": "PM16.01",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 13.340232,
              "parts": [
                0,
                12.590232,
                0.75,
                0
              ],
              "budgetLow": 12.274007000000001,
              "budgetHigh": 14.406457,
              "humanActivities": [
                {
                  "id": "PM16.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 2.75
                },
                {
                  "id": "PM16.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.25
                },
                {
                  "id": "PM16.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 2.25
                },
                {
                  "id": "PM16.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.875
                },
                {
                  "id": "PM16.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取样例字段、引用位置和版本差异；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 3.465232
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测维护者确认样例材料有授权且版本可追溯。；只计超出常规检查的返工。",
                  "minutes": 0.75
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.02",
              "scenarioId": "current",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 2.1,
              "totalMinutes": 81.56370299999999,
              "parts": [
                0,
                72.71838699999999,
                8.845316,
                0
              ],
              "budgetLow": 78.869271,
              "budgetHigh": 82.718459,
              "humanActivities": [
                {
                  "id": "PM16.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 13.267974
                },
                {
                  "id": "PM16.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 19.825708
                },
                {
                  "id": "PM16.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 0.915033
                },
                {
                  "id": "PM16.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.372549
                },
                {
                  "id": "PM16.02.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 37.337123
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。；只计超出常规检查的返工。",
                  "minutes": 8.845316
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.03",
              "scenarioId": "current",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 6.0,
              "totalMinutes": 21.446039,
              "parts": [
                0,
                19.856635,
                1.589404,
                0
              ],
              "budgetLow": 19.998803000000002,
              "budgetHigh": 22.410863,
              "humanActivities": [
                {
                  "id": "PM16.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 3.443709
                },
                {
                  "id": "PM16.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.238411
                },
                {
                  "id": "PM16.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.854305
                },
                {
                  "id": "PM16.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.119205
                },
                {
                  "id": "PM16.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查重复字段、相似文本和提示中暴露答案的风险；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 8.201005
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测负责人确认留出集没有被用于当前调参并记录已知暴露。；只计超出常规检查的返工。",
                  "minutes": 1.589404
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.04",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 8.25,
              "totalMinutes": 14.671026,
              "parts": [
                0,
                13.811651,
                0.859375,
                0
              ],
              "budgetLow": 13.86396,
              "budgetHigh": 15.209069,
              "humanActivities": [
                {
                  "id": "PM16.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 0.751953
                },
                {
                  "id": "PM16.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.859375
                },
                {
                  "id": "PM16.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 3.544922
                },
                {
                  "id": "PM16.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.082031
                },
                {
                  "id": "PM16.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定配置运行测试并收集原始产物和环境状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 4.57337
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.859375
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。评测执行还需检查评价器对真实目标的覆盖。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.05",
              "scenarioId": "current",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 2.7,
              "totalMinutes": 105.08782,
              "parts": [
                0,
                91.764985,
                13.322835,
                0
              ],
              "budgetLow": 101.431754,
              "budgetHigh": 106.654705,
              "humanActivities": [
                {
                  "id": "PM16.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 13.322835
                },
                {
                  "id": "PM16.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 26.07874
                },
                {
                  "id": "PM16.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 0.566929
                },
                {
                  "id": "PM16.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.133858
                },
                {
                  "id": "PM16.05.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 50.662623
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。；只计超出常规检查的返工。",
                  "minutes": 13.322835
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.06",
              "scenarioId": "current",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 10.5,
              "totalMinutes": 65.884287,
              "parts": [
                0,
                57.008206,
                8.876081,
                0
              ],
              "budgetLow": 61.057106,
              "budgetHigh": 69.102408,
              "humanActivities": [
                {
                  "id": "PM16.06.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 8.674352
                },
                {
                  "id": "PM16.06.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.743516
                },
                {
                  "id": "PM16.06.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 1.412104
                },
                {
                  "id": "PM16.06.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.824207
                },
                {
                  "id": "PM16.06.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按工具、检索、输入和输出错误聚类，并提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 27.354027
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.06.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。；只计超出常规检查的返工。",
                  "minutes": 8.876081
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM16",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 217.635001
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 24.549683
              }
            ]
          },
          "children": [
            {
              "unitId": "PM16.01",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 6.751499,
              "parts": [
                0,
                6.290973,
                0.460526,
                0
              ],
              "budgetLow": 6.127736,
              "budgetHigh": 7.583182,
              "humanActivities": [
                {
                  "id": "PM16.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 1.151316
                },
                {
                  "id": "PM16.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.460526
                },
                {
                  "id": "PM16.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 2.302632
                },
                {
                  "id": "PM16.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.921053
                },
                {
                  "id": "PM16.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取样例字段、引用位置和版本差异；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 1.455446
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测维护者确认样例材料有授权且版本可追溯。；只计超出常规检查的返工。",
                  "minutes": 0.460526
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.02",
              "scenarioId": "harness",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 5.6,
              "totalMinutes": 71.943079,
              "parts": [
                0,
                65.30865,
                6.634429,
                0
              ],
              "budgetLow": 67.362832,
              "budgetHigh": 74.23320299999999,
              "humanActivities": [
                {
                  "id": "PM16.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 9.613153
                },
                {
                  "id": "PM16.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 18.820116
                },
                {
                  "id": "PM16.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 0.541586
                },
                {
                  "id": "PM16.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.218569
                },
                {
                  "id": "PM16.02.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 35.115226
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。；只计超出常规检查的返工。",
                  "minutes": 6.634429
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.03",
              "scenarioId": "harness",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 16.0,
              "totalMinutes": 12.974181999999999,
              "parts": [
                0,
                12.130809,
                0.843373,
                0
              ],
              "budgetLow": 11.688468,
              "budgetHigh": 14.688468,
              "humanActivities": [
                {
                  "id": "PM16.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.927711
                },
                {
                  "id": "PM16.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.686747
                },
                {
                  "id": "PM16.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.807229
                },
                {
                  "id": "PM16.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.566265
                },
                {
                  "id": "PM16.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查重复字段、相似文本和提示中暴露答案的风险；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 5.142857
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测负责人确认留出集没有被用于当前调参并记录已知暴露。；只计超出常规检查的返工。",
                  "minutes": 0.843373
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.04",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 22.0,
              "totalMinutes": 7.682122,
              "parts": [
                0,
                7.267809,
                0.414313,
                0
              ],
              "budgetLow": 6.875057,
              "budgetHigh": 8.758209,
              "humanActivities": [
                {
                  "id": "PM16.04.harness.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 3.003766
                },
                {
                  "id": "PM16.04.harness.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.035782
                },
                {
                  "id": "PM16.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定配置运行测试并收集原始产物和环境状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 3.228261
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.414313
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。评测执行还需检查评价器对真实目标的覆盖。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.05",
              "scenarioId": "harness",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 7.2,
              "totalMinutes": 93.30425,
              "parts": [
                0,
                83.710982,
                9.593268,
                0
              ],
              "budgetLow": 87.09424999999999,
              "budgetHigh": 96.40925,
              "humanActivities": [
                {
                  "id": "PM16.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 9.340813
                },
                {
                  "id": "PM16.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 25.119215
                },
                {
                  "id": "PM16.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 0.504909
                },
                {
                  "id": "PM16.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.136045
                },
                {
                  "id": "PM16.05.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 47.61
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。；只计超出常规检查的返工。",
                  "minutes": 9.593268
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.06",
              "scenarioId": "harness",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 28.0,
              "totalMinutes": 49.529552,
              "parts": [
                0,
                42.925778,
                6.603774,
                0
              ],
              "budgetLow": 44.835844,
              "budgetHigh": 55.787831000000004,
              "humanActivities": [
                {
                  "id": "PM16.06.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 5.849057
                },
                {
                  "id": "PM16.06.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.773585
                },
                {
                  "id": "PM16.06.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 1.320755
                },
                {
                  "id": "PM16.06.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.207547
                },
                {
                  "id": "PM16.06.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按工具、检索、输入和输出错误聚类，并提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 18.774834
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.06.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。；只计超出常规检查的返工。",
                  "minutes": 6.603774
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM16",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 202.096862
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 16.620206
              }
            ]
          },
          "children": [
            {
              "unitId": "PM16.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 28.0,
              "totalMinutes": 4.9063799999999995,
              "parts": [
                0,
                4.6776219999999995,
                0.228758,
                0
              ],
              "budgetLow": 4.512014,
              "budgetHigh": 5.695113,
              "humanActivities": [
                {
                  "id": "PM16.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 0.686275
                },
                {
                  "id": "PM16.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.228758
                },
                {
                  "id": "PM16.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 2.287582
                },
                {
                  "id": "PM16.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.686275
                },
                {
                  "id": "PM16.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取样例字段、引用位置和版本差异；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 0.788732
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测维护者确认样例材料有授权且版本可追溯。；只计超出常规检查的返工。",
                  "minutes": 0.228758
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 7.0,
              "totalMinutes": 67.587233,
              "parts": [
                0,
                63.132688,
                4.454545,
                0
              ],
              "budgetLow": 61.88027,
              "budgetHigh": 70.250483,
              "humanActivities": [
                {
                  "id": "PM16.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 8.4
                },
                {
                  "id": "PM16.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 18.709091
                },
                {
                  "id": "PM16.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 0.509091
                },
                {
                  "id": "PM16.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.272727
                },
                {
                  "id": "PM16.02.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 34.241779
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。；只计超出常规检查的返工。",
                  "minutes": 4.454545
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 20.0,
              "totalMinutes": 10.122203,
              "parts": [
                0,
                9.640275,
                0.481928,
                0
              ],
              "budgetLow": 8.579346000000001,
              "budgetHigh": 12.050774,
              "humanActivities": [
                {
                  "id": "PM16.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.325301
                },
                {
                  "id": "PM16.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.084337
                },
                {
                  "id": "PM16.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.807229
                },
                {
                  "id": "PM16.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.566265
                },
                {
                  "id": "PM16.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查重复字段、相似文本和提示中暴露答案的风险；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 3.857143
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测负责人确认留出集没有被用于当前调参并记录已知暴露。；只计超出常规检查的返工。",
                  "minutes": 0.481928
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 27.5,
              "totalMinutes": 5.797561,
              "parts": [
                0,
                5.590405,
                0.207156,
                0
              ],
              "budgetLow": 4.721474000000001,
              "budgetHigh": 7.142670000000001,
              "humanActivities": [
                {
                  "id": "PM16.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 2.589454
                },
                {
                  "id": "PM16.04.harness_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.310734
                },
                {
                  "id": "PM16.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定配置运行测试并收集原始产物和环境状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 2.690217
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.207156
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。评测执行还需检查评价器对真实目标的覆盖。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 9.0,
              "totalMinutes": 88.028632,
              "parts": [
                0,
                81.361965,
                6.666667,
                0
              ],
              "budgetLow": 80.281796,
              "budgetHigh": 91.643822,
              "humanActivities": [
                {
                  "id": "PM16.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 8.095238
                },
                {
                  "id": "PM16.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 24.761905
                },
                {
                  "id": "PM16.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 0.47619
                },
                {
                  "id": "PM16.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.547619
                },
                {
                  "id": "PM16.05.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 46.481013
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。；只计超出常规检查的返工。",
                  "minutes": 6.666667
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.06",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 35.0,
              "totalMinutes": 42.275059,
              "parts": [
                0,
                37.693906999999996,
                4.581152,
                0
              ],
              "budgetLow": 36.213204,
              "budgetHigh": 49.852379,
              "humanActivities": [
                {
                  "id": "PM16.06.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 4.764398
                },
                {
                  "id": "PM16.06.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.460733
                },
                {
                  "id": "PM16.06.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 1.465969
                },
                {
                  "id": "PM16.06.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.848168
                },
                {
                  "id": "PM16.06.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按工具、检索、输入和输出错误聚类，并提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 15.154639
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.06.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。；只计超出常规检查的返工。",
                  "minutes": 4.581152
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM16",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 192.077795
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 17.622324
              }
            ]
          },
          "children": [
            {
              "unitId": "PM16.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 27.3,
              "totalMinutes": 5.963449000000001,
              "parts": [
                0,
                5.620312,
                0.343137,
                0
              ],
              "budgetLow": 5.455757,
              "budgetHigh": 6.724988,
              "humanActivities": [
                {
                  "id": "PM16.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 0.915033
                },
                {
                  "id": "PM16.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.457516
                },
                {
                  "id": "PM16.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 2.287582
                },
                {
                  "id": "PM16.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.029412
                },
                {
                  "id": "PM16.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取样例字段、引用位置和版本差异；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 0.930769
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测维护者确认样例材料有授权且版本可追溯。；只计超出常规检查的返工。",
                  "minutes": 0.343137
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 10.5,
              "totalMinutes": 63.621152,
              "parts": [
                0,
                58.929794,
                4.691358,
                0
              ],
              "budgetLow": 58.341603000000006,
              "budgetHigh": 67.140852,
              "humanActivities": [
                {
                  "id": "PM16.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 8.148148
                },
                {
                  "id": "PM16.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 19.012346
                },
                {
                  "id": "PM16.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 0.617284
                },
                {
                  "id": "PM16.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.234568
                },
                {
                  "id": "PM16.02.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 29.917448
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。；只计超出常规检查的返工。",
                  "minutes": 4.691358
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 22.0,
              "totalMinutes": 10.996456,
              "parts": [
                0,
                10.153083,
                0.843373,
                0
              ],
              "budgetLow": 9.375541,
              "budgetHigh": 13.0226,
              "humanActivities": [
                {
                  "id": "PM16.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.566265
                },
                {
                  "id": "PM16.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.445783
                },
                {
                  "id": "PM16.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.807229
                },
                {
                  "id": "PM16.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.686747
                },
                {
                  "id": "PM16.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查重复字段、相似文本和提示中暴露答案的风险；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 3.647059
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测负责人确认留出集没有被用于当前调参并记录已知暴露。；只计超出常规检查的返工。",
                  "minutes": 0.843373
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 30.25,
              "totalMinutes": 6.667901,
              "parts": [
                0,
                6.253588,
                0.414313,
                0
              ],
              "budgetLow": 5.591813999999999,
              "budgetHigh": 8.013009,
              "humanActivities": [
                {
                  "id": "PM16.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 2.79661
                },
                {
                  "id": "PM16.04.model_breakthrough.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.035782
                },
                {
                  "id": "PM16.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定配置运行测试并收集原始产物和环境状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 2.421196
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.414313
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。评测执行还需检查评价器对真实目标的覆盖。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 13.5,
              "totalMinutes": 81.820261,
              "parts": [
                0,
                74.995068,
                6.825193,
                0
              ],
              "budgetLow": 74.710138,
              "budgetHigh": 86.560343,
              "humanActivities": [
                {
                  "id": "PM16.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 7.982005
                },
                {
                  "id": "PM16.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 24.640103
                },
                {
                  "id": "PM16.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 0.578406
                },
                {
                  "id": "PM16.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.503856
                },
                {
                  "id": "PM16.05.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 40.290698
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。；只计超出常规检查的返工。",
                  "minutes": 6.825193
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.06",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 38.5,
              "totalMinutes": 40.630900000000004,
              "parts": [
                0,
                36.12595,
                4.50495,
                0
              ],
              "budgetLow": 34.816947,
              "budgetHigh": 47.898342,
              "humanActivities": [
                {
                  "id": "PM16.06.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 4.678218
                },
                {
                  "id": "PM16.06.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 12.475248
                },
                {
                  "id": "PM16.06.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 1.732673
                },
                {
                  "id": "PM16.06.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.158416
                },
                {
                  "id": "PM16.06.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按工具、检索、输入和输出错误聚类，并提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 13.081395
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.06.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。；只计超出常规检查的返工。",
                  "minutes": 4.50495
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM16",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 176.448663
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 11.734435
              }
            ]
          },
          "children": [
            {
              "unitId": "PM16.01",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 4.157239000000001,
              "parts": [
                0,
                3.9328800000000004,
                0.224359,
                0
              ],
              "budgetLow": 3.9170430000000005,
              "budgetHigh": 4.671945,
              "humanActivities": [
                {
                  "id": "PM16.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 0.448718
                },
                {
                  "id": "PM16.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.112179
                },
                {
                  "id": "PM16.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 2.24359
                },
                {
                  "id": "PM16.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.785256
                },
                {
                  "id": "PM16.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取样例字段、引用位置和版本差异；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 0.343137
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测维护者确认样例材料有授权且版本可追溯。；只计超出常规检查的返工。",
                  "minutes": 0.224359
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.02",
              "scenarioId": "rsi",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 14.0,
              "totalMinutes": 59.025779,
              "parts": [
                0,
                55.956639,
                3.06914,
                0
              ],
              "budgetLow": 51.912673,
              "budgetHigh": 64.360608,
              "humanActivities": [
                {
                  "id": "PM16.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 6.964587
                },
                {
                  "id": "PM16.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 18.887015
                },
                {
                  "id": "PM16.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 0.472175
                },
                {
                  "id": "PM16.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.180438
                },
                {
                  "id": "PM16.02.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 28.452424
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。；只计超出常规检查的返工。",
                  "minutes": 3.06914
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.03",
              "scenarioId": "rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 26.0,
              "totalMinutes": 8.568204999999999,
              "parts": [
                0,
                8.101733,
                0.466472,
                0
              ],
              "budgetLow": 7.137311,
              "budgetHigh": 10.714547,
              "humanActivities": [
                {
                  "id": "PM16.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.049563
                },
                {
                  "id": "PM16.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.932945
                },
                {
                  "id": "PM16.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 1.865889
                },
                {
                  "id": "PM16.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.749271
                },
                {
                  "id": "PM16.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查重复字段、相似文本和提示中暴露答案的风险；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 2.504065
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测负责人确认留出集没有被用于当前调参并记录已知暴露。；只计超出常规检查的返工。",
                  "minutes": 0.466472
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.04",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 4.8869180000000005,
              "parts": [
                0,
                4.679762,
                0.207156,
                0
              ],
              "budgetLow": 3.8108310000000003,
              "budgetHigh": 6.501049,
              "humanActivities": [
                {
                  "id": "PM16.04.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 2.485876
                },
                {
                  "id": "PM16.04.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.310734
                },
                {
                  "id": "PM16.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定配置运行测试并收集原始产物和环境状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 1.883152
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.207156
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。评测执行还需检查评价器对真实目标的覆盖。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.05",
              "scenarioId": "rsi",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 18.0,
              "totalMinutes": 76.769305,
              "parts": [
                0,
                72.009157,
                4.760148,
                0
              ],
              "budgetLow": 67.1803,
              "budgetHigh": 83.961059,
              "humanActivities": [
                {
                  "id": "PM16.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 6.863469
                },
                {
                  "id": "PM16.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 24.797048
                },
                {
                  "id": "PM16.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 0.442804
                },
                {
                  "id": "PM16.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.549815
                },
                {
                  "id": "PM16.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 38.356021
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。；只计超出常规检查的返工。",
                  "minutes": 4.760148
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.06",
              "scenarioId": "rsi",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 45.5,
              "totalMinutes": 34.775652,
              "parts": [
                0,
                31.768492,
                3.00716,
                0
              ],
              "budgetLow": 29.128193999999997,
              "budgetHigh": 43.246838,
              "humanActivities": [
                {
                  "id": "PM16.06.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 3.842482
                },
                {
                  "id": "PM16.06.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 11.527446
                },
                {
                  "id": "PM16.06.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 1.670644
                },
                {
                  "id": "PM16.06.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.844869
                },
                {
                  "id": "PM16.06.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按工具、检索、输入和输出错误聚类，并提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 9.883051
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.06.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。；只计超出常规检查的返工。",
                  "minutes": 3.00716
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM16",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 41.148564
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 2.346887
              }
            ]
          },
          "children": [
            {
              "unitId": "PM16.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 34.3,
              "totalMinutes": 0.87632,
              "parts": [
                0,
                0.831448,
                0.044872,
                0
              ],
              "budgetLow": 0.807693,
              "budgetHigh": 0.9792620000000001,
              "humanActivities": [
                {
                  "id": "PM16.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 0.089744
                },
                {
                  "id": "PM16.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.028045
                },
                {
                  "id": "PM16.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 0.448718
                },
                {
                  "id": "PM16.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条样例标明身份、适用规则和答案依据；未知答案保持待裁定。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.196314
                },
                {
                  "id": "PM16.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取样例字段、引用位置和版本差异；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测维护者确认样例材料有授权且版本可追溯。",
                  "minutes": 0.068627
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测维护者确认样例材料有授权且版本可追溯。；只计超出常规检查的返工。",
                  "minutes": 0.044872
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 56.0,
              "totalMinutes": 14.23115,
              "parts": [
                0,
                13.617322,
                0.613828,
                0
              ],
              "budgetLow": 8.89632,
              "budgetHigh": 21.344256,
              "humanActivities": [
                {
                  "id": "PM16.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 1.392917
                },
                {
                  "id": "PM16.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.721754
                },
                {
                  "id": "PM16.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。",
                  "minutes": 0.094435
                },
                {
                  "id": "PM16.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每条gold有可核来源和适用版本；不同专家意见保留差异。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.29511
                },
                {
                  "id": "PM16.02.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 7.113106
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与领域专家逐条裁定新样例的正确答案和严重错误判据。；只计超出常规检查的返工。",
                  "minutes": 0.613828
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 40.0,
              "eligibleMinutes": 40.0,
              "adoptedMinutes": 40.0,
              "delegatedMinutes": 38.0,
              "totalMinutes": 1.704663,
              "parts": [
                0,
                1.611369,
                0.093294,
                0
              ],
              "budgetLow": 1.418484,
              "budgetHigh": 2.42011,
              "humanActivities": [
                {
                  "id": "PM16.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 0.209913
                },
                {
                  "id": "PM16.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.233236
                },
                {
                  "id": "PM16.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 0.373178
                },
                {
                  "id": "PM16.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：开发样例与留出集没有未披露重叠；已公开样例身份被标明。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.437318
                },
                {
                  "id": "PM16.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查重复字段、相似文本和提示中暴露答案的风险；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：评测负责人确认留出集没有被用于当前调参并记录已知暴露。",
                  "minutes": 0.357724
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：评测负责人确认留出集没有被用于当前调参并记录已知暴露。；只计超出常规检查的返工。",
                  "minutes": 0.093294
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=40.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 52.25,
              "totalMinutes": 0.885312,
              "parts": [
                0,
                0.843881,
                0.041431,
                0
              ],
              "budgetLow": 0.670094,
              "budgetHigh": 1.423355,
              "humanActivities": [
                {
                  "id": "PM16.04.rsi.01",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 0.497175
                },
                {
                  "id": "PM16.04.rsi.02",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：输入、版本、预算、首试/重试和失败状态完整；本步骤只运行已冻结测试，不创建或改写gold。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.077684
                },
                {
                  "id": "PM16.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按固定配置运行测试并收集原始产物和环境状态；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。",
                  "minutes": 0.269022
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：操作人员处理需授权的启动与故障恢复；机器执行时间不算人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.041431
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。评测执行还需检查评价器对真实目标的覆盖。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM16.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 72.0,
              "totalMinutes": 18.589006,
              "parts": [
                0,
                17.636976,
                0.95203,
                0
              ],
              "budgetLow": 11.397252,
              "budgetHigh": 28.178011,
              "humanActivities": [
                {
                  "id": "PM16.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 1.372694
                },
                {
                  "id": "PM16.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.199262
                },
                {
                  "id": "PM16.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。",
                  "minutes": 0.088561
                },
                {
                  "id": "PM16.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：自动/初评分与人工裁定分开；关键门槛和未知判定不被平均分掩盖。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.387454
                },
                {
                  "id": "PM16.05.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 9.589005
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：独立评审者复核严重错误与评分争议，不让被测模型担任自身gold裁判。；只计超出常规检查的返工。",
                  "minutes": 0.95203
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM16.06",
              "scenarioId": "far_rsi",
              "baselineMinutes": 70.0,
              "eligibleMinutes": 70.0,
              "adoptedMinutes": 70.0,
              "delegatedMinutes": 66.5,
              "totalMinutes": 7.209,
              "parts": [
                0,
                6.607568,
                0.601432,
                0
              ],
              "budgetLow": 6.079509,
              "budgetHigh": 10.032729,
              "humanActivities": [
                {
                  "id": "PM16.06.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 0.768496
                },
                {
                  "id": "PM16.06.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.881862
                },
                {
                  "id": "PM16.06.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 0.334129
                },
                {
                  "id": "PM16.06.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：观察到的错误与根因假设分开；改进建议对应可验证的下轮测试。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.211217
                },
                {
                  "id": "PM16.06.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按工具、检索、输入和输出错误聚类，并提出候选解释；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。",
                  "minutes": 1.411864
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM16.06.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与工程/领域人员判断哪些解释有证据并选择可复验的问题。；只计超出常规检查的返工。",
                  "minutes": 0.601432
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=70.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            }
          ]
        }
      ]
    },
    "PM17": {
      "task": {
        "taskId": "PM17",
        "title": "整理 AI 功能治理与责任证据包",
        "baselineMinutes": 420,
        "workload": "一个合成AI功能：12项已确认适用控制、20份授权证据材料、5个责任角色；输出控制到证据的核查包。",
        "inputState": "功能用途、控制适用清单、证据访问授权、责任人名册、版本规则和材料/有效性区分标准已给定；正式专业判断由指定责任人作出。",
        "output": "控制项—证据出处—责任人—状态对应表，以及未知和待核查问题。",
        "qualityGate": [
          "证据与控制项关联可追溯，来源版本和状态清楚。",
          "文档存在与实际控制运行/有效性分开。",
          "未知项维持未决，专业结论绑定正式责任人。"
        ],
        "scopeExclusions": [
          "不出具法域适用性、隐私/安全/法律意见或正式批准。",
          "不把材料齐备自动当作控制执行有效。"
        ],
        "sourceIds": [
          "EMP-NOY-ZHANG-2023",
          "EMP-PMEVAL-2026",
          "FR-OSWORLD"
        ],
        "subtasks": [
          {
            "id": "PM17.01",
            "title": "登记控制清单与证据版本",
            "baselineMinutes": 55,
            "output": "控制ID、责任角色、适用版本和证据材料目录。",
            "acceptance": "仅使用已确认适用的控制清单；每份材料有日期和版本。",
            "mechanism": "extract",
            "aiOpportunity": "可抽取材料元数据并匹配稳定控制ID。",
            "humanActivity": "PM确认控制清单版本和授权证据目录。",
            "nonUseCondition": "控制适用性尚未由治理责任人确认时，不把候选条目纳入正式对应表。"
          },
          {
            "id": "PM17.02",
            "title": "建立控制到证据的候选映射",
            "baselineMinutes": 90,
            "output": "每项控制对应的证据链接、支持点和责任人候选。",
            "acceptance": "映射说明材料支持控制的哪一部分；无证据项显式标空。",
            "mechanism": "generate",
            "aiOpportunity": "可基于控制文本和证据目录生成对应候选及出处。",
            "humanActivity": "PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
            "nonUseCondition": "材料只描述制度但控制要求实际执行记录时，不把制度文档匹配为执行证据。"
          },
          {
            "id": "PM17.03",
            "title": "核实材料状态与控制运行线索",
            "baselineMinutes": 85,
            "output": "版本过期、未签署、缺执行记录和待责任人确认项。",
            "acceptance": "材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。",
            "mechanism": "verify",
            "aiOpportunity": "可检查日期、版本、签署和必需字段并提示过期材料。",
            "humanActivity": "PM核实影响映射状态的关键材料并向责任人确认来源事实。",
            "nonUseCondition": "证据文件缺少来源系统、签署状态或有效日期时，不标记为当前有效材料。"
          },
          {
            "id": "PM17.04",
            "title": "裁定证据缺口与专业判断边界",
            "baselineMinutes": 80,
            "output": "材料缺口、控制执行未知、专业问题和责任归属表。",
            "acceptance": "证据缺口与控制无效结论分开；专业结论没有由PM代理。",
            "mechanism": "judge",
            "aiOpportunity": "可比较控制要求与材料范围并列出可能缺口。",
            "humanActivity": "PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
            "nonUseCondition": "同一证据可以支持多种专业解释且尚无责任人判断时，不给出正式符合/不符合结论。"
          },
          {
            "id": "PM17.05",
            "title": "与责任人核对事实并交接待决项",
            "baselineMinutes": 110,
            "output": "责任人确认的事实、未确认材料和专业审批待办。",
            "acceptance": "确认归属和状态明确；未回复事项保持待确认。",
            "mechanism": "coordinate",
            "aiOpportunity": "可按责任人汇总需确认的材料和问题。",
            "humanActivity": "PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
            "nonUseCondition": "责任人没有确认材料有效性或控制运行状态时，不把自动整理结果标为审批完成。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM17",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 247.747667
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 33.072446
              }
            ]
          },
          "children": [
            {
              "unitId": "PM17.01",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 27.5,
              "totalMinutes": 16.940534,
              "parts": [
                0,
                15.472087,
                1.468447,
                0
              ],
              "budgetLow": 15.703033999999999,
              "budgetHigh": 18.590534,
              "humanActivities": [
                {
                  "id": "PM17.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 2.135922
                },
                {
                  "id": "PM17.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.004854
                },
                {
                  "id": "PM17.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 1.735437
                },
                {
                  "id": "PM17.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.470874
                },
                {
                  "id": "PM17.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取材料元数据并匹配稳定控制ID；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认控制清单版本和授权证据目录。",
                  "minutes": 4.125
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认控制清单版本和授权证据目录。；只计超出常规检查的返工。",
                  "minutes": 1.468447
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.02",
              "scenarioId": "agent",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 22.5,
              "totalMinutes": 47.664124,
              "parts": [
                0,
                42.965918,
                4.698206,
                0
              ],
              "budgetLow": 43.886601,
              "budgetHigh": 51.441646999999996,
              "humanActivities": [
                {
                  "id": "PM17.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 3.817292
                },
                {
                  "id": "PM17.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.360522
                },
                {
                  "id": "PM17.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 1.468189
                },
                {
                  "id": "PM17.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.4323
                },
                {
                  "id": "PM17.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助基于控制文本和证据目录生成对应候选及出处；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 18.887615
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。；只计超出常规检查的返工。",
                  "minutes": 4.698206
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.03",
              "scenarioId": "agent",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 21.25,
              "totalMinutes": 55.348588,
              "parts": [
                0,
                48.452644,
                6.895944,
                0
              ],
              "budgetLow": 50.845008,
              "budgetHigh": 59.852168,
              "humanActivities": [
                {
                  "id": "PM17.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 4.197531
                },
                {
                  "id": "PM17.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 14.991182
                },
                {
                  "id": "PM17.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 1.349206
                },
                {
                  "id": "PM17.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.396825
                },
                {
                  "id": "PM17.03.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查日期、版本、签署和必需字段并提示过期材料；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 22.5179
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响映射状态的关键材料并向责任人确认来源事实。；只计超出常规检查的返工。",
                  "minutes": 6.895944
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM17.04",
              "scenarioId": "agent",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 4.0,
              "totalMinutes": 89.312251,
              "parts": [
                0,
                77.273416,
                12.038835,
                0
              ],
              "budgetLow": 85.19796600000001,
              "budgetHigh": 91.369394,
              "humanActivities": [
                {
                  "id": "PM17.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 13.203883
                },
                {
                  "id": "PM17.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 23.81877
                },
                {
                  "id": "PM17.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 0.38835
                },
                {
                  "id": "PM17.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.776699
                },
                {
                  "id": "PM17.04.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。评审意见与来源证据可连续定位；分歧裁定仍由PM完成。",
                  "minutes": 39.085714
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。；只计超出常规检查的返工。",
                  "minutes": 12.038835
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.05",
              "scenarioId": "agent",
              "baselineMinutes": 110.0,
              "eligibleMinutes": 110.0,
              "adoptedMinutes": 110.0,
              "delegatedMinutes": 27.5,
              "totalMinutes": 71.554616,
              "parts": [
                0,
                63.583602,
                7.971014,
                0
              ],
              "budgetLow": 66.529924,
              "budgetHigh": 76.579307,
              "humanActivities": [
                {
                  "id": "PM17.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 8.768116
                },
                {
                  "id": "PM17.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 22.318841
                },
                {
                  "id": "PM17.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 1.195652
                },
                {
                  "id": "PM17.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.98913
                },
                {
                  "id": "PM17.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.188406
                },
                {
                  "id": "PM17.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任人汇总需确认的材料和问题；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 25.123457
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。；只计超出常规检查的返工。",
                  "minutes": 7.971014
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=110.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM17",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 292.836449
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 32.326653
              }
            ]
          },
          "children": [
            {
              "unitId": "PM17.01",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 19.25,
              "totalMinutes": 21.023026,
              "parts": [
                0,
                19.575658,
                1.447368,
                0
              ],
              "budgetLow": 19.141447,
              "budgetHigh": 22.904605,
              "humanActivities": [
                {
                  "id": "PM17.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 3.473684
                },
                {
                  "id": "PM17.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.631579
                },
                {
                  "id": "PM17.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 2.315789
                },
                {
                  "id": "PM17.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.039474
                },
                {
                  "id": "PM17.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取材料元数据并匹配稳定控制ID；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认控制清单版本和授权证据目录。",
                  "minutes": 6.115132
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认控制清单版本和授权证据目录。；只计超出常规检查的返工。",
                  "minutes": 1.447368
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.02",
              "scenarioId": "current",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 13.5,
              "totalMinutes": 54.876792,
              "parts": [
                0,
                50.269283,
                4.607509,
                0
              ],
              "budgetLow": 50.694559,
              "budgetHigh": 57.664947,
              "humanActivities": [
                {
                  "id": "PM17.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 5.682594
                },
                {
                  "id": "PM17.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 14.129693
                },
                {
                  "id": "PM17.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 1.996587
                },
                {
                  "id": "PM17.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.761092
                },
                {
                  "id": "PM17.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助基于控制文本和证据目录生成对应候选及出处；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 23.699317
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。；只计超出常规检查的返工。",
                  "minutes": 4.607509
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.03",
              "scenarioId": "current",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 12.75,
              "totalMinutes": 63.127518,
              "parts": [
                0,
                56.552046000000004,
                6.575472,
                0
              ],
              "budgetLow": 58.157179,
              "budgetHigh": 66.441078,
              "humanActivities": [
                {
                  "id": "PM17.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 6.254717
                },
                {
                  "id": "PM17.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 15.877358
                },
                {
                  "id": "PM17.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 1.764151
                },
                {
                  "id": "PM17.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.490566
                },
                {
                  "id": "PM17.03.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查日期、版本、签署和必需字段并提示过期材料；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 28.165254
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响映射状态的关键材料并向责任人确认来源事实。；只计超出常规检查的返工。",
                  "minutes": 6.575472
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM17.04",
              "scenarioId": "current",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 2.4,
              "totalMinutes": 100.529282,
              "parts": [
                0,
                88.75670699999999,
                11.772575,
                0
              ],
              "budgetLow": 97.290728,
              "budgetHigh": 101.917234,
              "humanActivities": [
                {
                  "id": "PM17.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 18.729097
                },
                {
                  "id": "PM17.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 23.946488
                },
                {
                  "id": "PM17.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 0.401338
                },
                {
                  "id": "PM17.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.802676
                },
                {
                  "id": "PM17.04.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 44.877108
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。；只计超出常规检查的返工。",
                  "minutes": 11.772575
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.05",
              "scenarioId": "current",
              "baselineMinutes": 110.0,
              "eligibleMinutes": 110.0,
              "adoptedMinutes": 110.0,
              "delegatedMinutes": 11.0,
              "totalMinutes": 85.606484,
              "parts": [
                0,
                77.682755,
                7.923729,
                0
              ],
              "budgetLow": 81.86913399999999,
              "budgetHigh": 89.34383299999999,
              "humanActivities": [
                {
                  "id": "PM17.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 12.817797
                },
                {
                  "id": "PM17.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 22.372881
                },
                {
                  "id": "PM17.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 1.864407
                },
                {
                  "id": "PM17.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.029661
                },
                {
                  "id": "PM17.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.961864
                },
                {
                  "id": "PM17.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任人汇总需确认的材料和问题；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 33.636145
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。；只计超出常规检查的返工。",
                  "minutes": 7.923729
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=110.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM17",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 213.751791
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 22.246474
              }
            ]
          },
          "children": [
            {
              "unitId": "PM17.01",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 10.770556000000001,
              "parts": [
                0,
                9.994085,
                0.776471,
                0
              ],
              "budgetLow": 9.537797000000001,
              "budgetHigh": 12.414234,
              "humanActivities": [
                {
                  "id": "PM17.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 1.682353
                },
                {
                  "id": "PM17.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.294118
                },
                {
                  "id": "PM17.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 2.329412
                },
                {
                  "id": "PM17.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.811765
                },
                {
                  "id": "PM17.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取材料元数据并匹配稳定控制ID；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认控制清单版本和授权证据目录。",
                  "minutes": 2.876437
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认控制清单版本和授权证据目录。；只计超出常规检查的返工。",
                  "minutes": 0.776471
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.02",
              "scenarioId": "harness",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 35.790766,
              "parts": [
                0,
                32.88285,
                2.907916,
                0
              ],
              "budgetLow": 31.993891,
              "budgetHigh": 40.853266,
              "humanActivities": [
                {
                  "id": "PM17.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 3.344103
                },
                {
                  "id": "PM17.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.833603
                },
                {
                  "id": "PM17.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 2.035541
                },
                {
                  "id": "PM17.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.216478
                },
                {
                  "id": "PM17.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助基于控制文本和证据目录生成对应候选及出处；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 16.453125
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。；只计超出常规检查的返工。",
                  "minutes": 2.907916
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.03",
              "scenarioId": "harness",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 34.0,
              "totalMinutes": 37.936890000000005,
              "parts": [
                0,
                33.896143,
                4.040747,
                0
              ],
              "budgetLow": 33.503601,
              "budgetHigh": 43.847941000000006,
              "humanActivities": [
                {
                  "id": "PM17.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 3.60781
                },
                {
                  "id": "PM17.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.63837
                },
                {
                  "id": "PM17.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 2.020374
                },
                {
                  "id": "PM17.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.896435
                },
                {
                  "id": "PM17.03.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查日期、版本、签署和必需字段并提示过期材料；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 17.733154
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响映射状态的关键材料并向责任人确认来源事实。；只计超出常规检查的返工。",
                  "minutes": 4.040747
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–55%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM17.04",
              "scenarioId": "harness",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 6.4,
              "totalMinutes": 89.468138,
              "parts": [
                0,
                80.409127,
                9.059011,
                0
              ],
              "budgetLow": 83.939425,
              "budgetHigh": 92.232494,
              "humanActivities": [
                {
                  "id": "PM17.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 13.269537
                },
                {
                  "id": "PM17.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 23.604466
                },
                {
                  "id": "PM17.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 0.382775
                },
                {
                  "id": "PM17.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.76555
                },
                {
                  "id": "PM17.04.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 42.386799
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。；只计超出常规检查的返工。",
                  "minutes": 9.059011
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.05",
              "scenarioId": "harness",
              "baselineMinutes": 110.0,
              "eligibleMinutes": 110.0,
              "adoptedMinutes": 110.0,
              "delegatedMinutes": 38.5,
              "totalMinutes": 62.031915,
              "parts": [
                0,
                56.569586,
                5.462329,
                0
              ],
              "budgetLow": 56.67102,
              "budgetHigh": 69.179775,
              "humanActivities": [
                {
                  "id": "PM17.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 9.041096
                },
                {
                  "id": "PM17.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.893836
                },
                {
                  "id": "PM17.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 1.130137
                },
                {
                  "id": "PM17.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.44863
                },
                {
                  "id": "PM17.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.825342
                },
                {
                  "id": "PM17.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任人汇总需确认的材料和问题；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 23.230545
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。；只计超出常规检查的返工。",
                  "minutes": 5.462329
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=110.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM17",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 188.360406
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 15.0248
              }
            ]
          },
          "children": [
            {
              "unitId": "PM17.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 44.0,
              "totalMinutes": 7.408823,
              "parts": [
                0,
                6.891176,
                0.517647,
                0
              ],
              "budgetLow": 6.680882,
              "budgetHigh": 8.864706,
              "humanActivities": [
                {
                  "id": "PM17.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 1.035294
                },
                {
                  "id": "PM17.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.647059
                },
                {
                  "id": "PM17.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 2.329412
                },
                {
                  "id": "PM17.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.423529
                },
                {
                  "id": "PM17.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取材料元数据并匹配稳定控制ID；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认控制清单版本和授权证据目录。",
                  "minutes": 1.455882
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认控制清单版本和授权证据目录。；只计超出常规检查的返工。",
                  "minutes": 0.517647
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 40.5,
              "totalMinutes": 29.178451000000003,
              "parts": [
                0,
                27.20662,
                1.971831,
                0
              ],
              "budgetLow": 24.457990000000002,
              "budgetHigh": 33.898912,
              "humanActivities": [
                {
                  "id": "PM17.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 2.535211
                },
                {
                  "id": "PM17.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.211268
                },
                {
                  "id": "PM17.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 2.112676
                },
                {
                  "id": "PM17.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.366197
                },
                {
                  "id": "PM17.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助基于控制文本和证据目录生成对应候选及出处；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 12.981268
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。；只计超出常规检查的返工。",
                  "minutes": 1.971831
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 42.5,
              "totalMinutes": 29.538961999999998,
              "parts": [
                0,
                27.283572,
                2.25539,
                0
              ],
              "budgetLow": 24.094852999999997,
              "budgetHigh": 36.344097999999995,
              "humanActivities": [
                {
                  "id": "PM17.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 2.678275
                },
                {
                  "id": "PM17.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.792703
                },
                {
                  "id": "PM17.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 2.25539
                },
                {
                  "id": "PM17.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.946932
                },
                {
                  "id": "PM17.03.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查日期、版本、签署和必需字段并提示过期材料；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 13.610272
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响映射状态的关键材料并向责任人确认来源事实。；只计超出常规检查的返工。",
                  "minutes": 2.25539
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–70%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM17.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 8.0,
              "totalMinutes": 84.153229,
              "parts": [
                0,
                77.382069,
                6.77116,
                0
              ],
              "budgetLow": 77.233229,
              "budgetHigh": 87.382562,
              "humanActivities": [
                {
                  "id": "PM17.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 10.909091
                },
                {
                  "id": "PM17.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 22.821317
                },
                {
                  "id": "PM17.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 0.752351
                },
                {
                  "id": "PM17.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.37931
                },
                {
                  "id": "PM17.04.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 41.52
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。；只计超出常规检查的返工。",
                  "minutes": 6.77116
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 110.0,
              "eligibleMinutes": 110.0,
              "adoptedMinutes": 110.0,
              "delegatedMinutes": 49.5,
              "totalMinutes": 53.105741,
              "parts": [
                0,
                49.596969,
                3.508772,
                0
              ],
              "budgetLow": 46.170959,
              "budgetHigh": 61.774219,
              "humanActivities": [
                {
                  "id": "PM17.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 7.894737
                },
                {
                  "id": "PM17.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.017544
                },
                {
                  "id": "PM17.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 1.052632
                },
                {
                  "id": "PM17.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.280702
                },
                {
                  "id": "PM17.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.280702
                },
                {
                  "id": "PM17.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任人汇总需确认的材料和问题；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 19.070652
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。；只计超出常规检查的返工。",
                  "minutes": 3.508772
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=110.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM17",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 188.481882
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 17.121431
              }
            ]
          },
          "children": [
            {
              "unitId": "PM17.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 42.9,
              "totalMinutes": 9.094372,
              "parts": [
                0,
                8.447313,
                0.647059,
                0
              ],
              "budgetLow": 8.157335,
              "budgetHigh": 10.499928,
              "humanActivities": [
                {
                  "id": "PM17.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 1.423529
                },
                {
                  "id": "PM17.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.164706
                },
                {
                  "id": "PM17.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 2.329412
                },
                {
                  "id": "PM17.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.811765
                },
                {
                  "id": "PM17.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取材料元数据并匹配稳定控制ID；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认控制清单版本和授权证据目录。",
                  "minutes": 1.717901
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认控制清单版本和授权证据目录。；只计超出常规检查的返工。",
                  "minutes": 0.647059
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 49.5,
              "totalMinutes": 28.774192,
              "parts": [
                0,
                26.582411,
                2.191781,
                0
              ],
              "budgetLow": 24.022192,
              "budgetHigh": 34.714192000000004,
              "humanActivities": [
                {
                  "id": "PM17.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 2.876712
                },
                {
                  "id": "PM17.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.30137
                },
                {
                  "id": "PM17.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 2.054795
                },
                {
                  "id": "PM17.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.657534
                },
                {
                  "id": "PM17.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助基于控制文本和证据目录生成对应候选及出处；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 10.692
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。；只计超出常规检查的返工。",
                  "minutes": 2.191781
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 46.75,
              "totalMinutes": 31.61846,
              "parts": [
                0,
                28.49137,
                3.12709,
                0
              ],
              "budgetLow": 25.967892,
              "budgetHigh": 38.681671,
              "humanActivities": [
                {
                  "id": "PM17.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 3.12709
                },
                {
                  "id": "PM17.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.254181
                },
                {
                  "id": "PM17.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 2.132107
                },
                {
                  "id": "PM17.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.264214
                },
                {
                  "id": "PM17.03.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查日期、版本、签署和必需字段并提示过期材料；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 12.713778
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响映射状态的关键材料并向责任人确认来源事实。；只计超出常规检查的返工。",
                  "minutes": 3.12709
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM17.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 12.0,
              "totalMinutes": 78.283584,
              "parts": [
                0,
                72.21059100000001,
                6.072993,
                0
              ],
              "budgetLow": 71.929547,
              "budgetHigh": 82.519609,
              "humanActivities": [
                {
                  "id": "PM17.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 10.861314
                },
                {
                  "id": "PM17.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 23.124088
                },
                {
                  "id": "PM17.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 0.70073
                },
                {
                  "id": "PM17.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.518248
                },
                {
                  "id": "PM17.04.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 36.006211
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。；只计超出常规检查的返工。",
                  "minutes": 6.072993
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 110.0,
              "eligibleMinutes": 110.0,
              "adoptedMinutes": 110.0,
              "delegatedMinutes": 44.0,
              "totalMinutes": 57.832705,
              "parts": [
                0,
                52.750197,
                5.082508,
                0
              ],
              "budgetLow": 50.898371,
              "budgetHigh": 64.767039,
              "humanActivities": [
                {
                  "id": "PM17.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 8.349835
                },
                {
                  "id": "PM17.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.607261
                },
                {
                  "id": "PM17.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 1.270627
                },
                {
                  "id": "PM17.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.359736
                },
                {
                  "id": "PM17.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.359736
                },
                {
                  "id": "PM17.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任人汇总需确认的材料和问题；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 20.803002
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。；只计超出常规检查的返工。",
                  "minutes": 5.082508
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=110.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM17",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 161.87051
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 10.649255
              }
            ]
          },
          "children": [
            {
              "unitId": "PM17.01",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 49.5,
              "totalMinutes": 6.200552999999999,
              "parts": [
                0,
                5.949411,
                0.251142,
                0
              ],
              "budgetLow": 5.727746,
              "budgetHigh": 7.21371,
              "humanActivities": [
                {
                  "id": "PM17.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 0.878995
                },
                {
                  "id": "PM17.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.502283
                },
                {
                  "id": "PM17.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 2.260274
                },
                {
                  "id": "PM17.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.63242
                },
                {
                  "id": "PM17.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取材料元数据并匹配稳定控制ID；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认控制清单版本和授权证据目录。",
                  "minutes": 0.675439
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认控制清单版本和授权证据目录。；只计超出常规检查的返工。",
                  "minutes": 0.251142
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.02",
              "scenarioId": "rsi",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 58.5,
              "totalMinutes": 22.394158,
              "parts": [
                0,
                21.223638,
                1.17052,
                0
              ],
              "budgetLow": 18.069833,
              "budgetHigh": 27.799563,
              "humanActivities": [
                {
                  "id": "PM17.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 1.950867
                },
                {
                  "id": "PM17.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.552023
                },
                {
                  "id": "PM17.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 2.210983
                },
                {
                  "id": "PM17.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.942197
                },
                {
                  "id": "PM17.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助基于控制文本和证据目录生成对应候选及出处；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 7.567568
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。；只计超出常规检查的返工。",
                  "minutes": 1.17052
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.03",
              "scenarioId": "rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 55.25,
              "totalMinutes": 23.590174,
              "parts": [
                0,
                21.947662,
                1.642512,
                0
              ],
              "budgetLow": 18.557279,
              "budgetHigh": 31.139516,
              "humanActivities": [
                {
                  "id": "PM17.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 2.05314
                },
                {
                  "id": "PM17.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.380032
                },
                {
                  "id": "PM17.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 2.190016
                },
                {
                  "id": "PM17.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.516908
                },
                {
                  "id": "PM17.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查日期、版本、签署和必需字段并提示过期材料；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 8.807566
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响映射状态的关键材料并向责任人确认来源事实。；只计超出常规检查的返工。",
                  "minutes": 1.642512
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性35–85%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM17.04",
              "scenarioId": "rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 16.0,
              "totalMinutes": 72.75857500000001,
              "parts": [
                0,
                68.506827,
                4.251748,
                0
              ],
              "budgetLow": 64.163337,
              "budgetHigh": 79.20500400000002,
              "humanActivities": [
                {
                  "id": "PM17.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 9.286713
                },
                {
                  "id": "PM17.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 22.713287
                },
                {
                  "id": "PM17.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 0.559441
                },
                {
                  "id": "PM17.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.566434
                },
                {
                  "id": "PM17.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 34.380952
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。；只计超出常规检查的返工。",
                  "minutes": 4.251748
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.05",
              "scenarioId": "rsi",
              "baselineMinutes": 110.0,
              "eligibleMinutes": 110.0,
              "adoptedMinutes": 110.0,
              "delegatedMinutes": 60.5,
              "totalMinutes": 47.576305000000005,
              "parts": [
                0,
                44.242972,
                3.333333,
                0
              ],
              "budgetLow": 40.949799000000006,
              "budgetHigh": 57.51606400000001,
              "humanActivities": [
                {
                  "id": "PM17.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 7.0
                },
                {
                  "id": "PM17.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.0
                },
                {
                  "id": "PM17.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 1.0
                },
                {
                  "id": "PM17.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.333333
                },
                {
                  "id": "PM17.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.0
                },
                {
                  "id": "PM17.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任人汇总需确认的材料和问题；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 14.909639
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。；只计超出常规检查的返工。",
                  "minutes": 3.333333
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=110.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM17",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 36.895699
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 0.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 2.129851
              }
            ]
          },
          "children": [
            {
              "unitId": "PM17.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 53.9,
              "totalMinutes": 1.346846,
              "parts": [
                0,
                1.296618,
                0.050228,
                0
              ],
              "budgetLow": 1.211758,
              "budgetHigh": 1.549477,
              "humanActivities": [
                {
                  "id": "PM17.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 0.175799
                },
                {
                  "id": "PM17.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.125571
                },
                {
                  "id": "PM17.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认控制清单版本和授权证据目录。",
                  "minutes": 0.452055
                },
                {
                  "id": "PM17.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：仅使用已确认适用的控制清单；每份材料有日期和版本。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.408105
                },
                {
                  "id": "PM17.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助抽取材料元数据并匹配稳定控制ID；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认控制清单版本和授权证据目录。",
                  "minutes": 0.135088
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认控制清单版本和授权证据目录。；只计超出常规检查的返工。",
                  "minutes": 0.050228
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 90.0,
              "eligibleMinutes": 90.0,
              "adoptedMinutes": 90.0,
              "delegatedMinutes": 85.5,
              "totalMinutes": 4.52111,
              "parts": [
                0,
                4.287006,
                0.234104,
                0
              ],
              "budgetLow": 3.6562449999999997,
              "budgetHigh": 6.6832720000000005,
              "humanActivities": [
                {
                  "id": "PM17.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 0.390173
                },
                {
                  "id": "PM17.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.138006
                },
                {
                  "id": "PM17.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 0.442197
                },
                {
                  "id": "PM17.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：映射说明材料支持控制的哪一部分；无证据项显式标空。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.235549
                },
                {
                  "id": "PM17.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助基于控制文本和证据目录生成对应候选及出处；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。",
                  "minutes": 1.081081
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM检查映射范围是否回应原控制文字，不扩写为有效性判断。；只计超出常规检查的返工。",
                  "minutes": 0.234104
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=90.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 80.75,
              "totalMinutes": 4.659592,
              "parts": [
                0,
                4.33109,
                0.328502,
                0
              ],
              "budgetLow": 3.6530129999999996,
              "budgetHigh": 7.176039,
              "humanActivities": [
                {
                  "id": "PM17.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 0.410628
                },
                {
                  "id": "PM17.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.095008
                },
                {
                  "id": "PM17.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 0.438003
                },
                {
                  "id": "PM17.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：材料当前性、完整性和证据类型逐项有状态；缺项没有被静默补全。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.129227
                },
                {
                  "id": "PM17.03.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助检查日期、版本、签署和必需字段并提示过期材料；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM核实影响映射状态的关键材料并向责任人确认来源事实。",
                  "minutes": 1.258224
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM核实影响映射状态的关键材料并向责任人确认来源事实。；只计超出常规检查的返工。",
                  "minutes": 0.328502
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组verify。可检查出处与一致性，但含语义冲突；验证器本身需要独立审计。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "SPIDER2",
                "PMEVAL"
              ]
            },
            {
              "unitId": "PM17.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 80.0,
              "eligibleMinutes": 80.0,
              "adoptedMinutes": 80.0,
              "delegatedMinutes": 64.0,
              "totalMinutes": 17.484748999999997,
              "parts": [
                0,
                16.634399,
                0.85035,
                0
              ],
              "budgetLow": 11.038321,
              "budgetHigh": 26.079987,
              "humanActivities": [
                {
                  "id": "PM17.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 1.857343
                },
                {
                  "id": "PM17.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.678322
                },
                {
                  "id": "PM17.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。",
                  "minutes": 0.111888
                },
                {
                  "id": "PM17.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：证据缺口与控制无效结论分开；专业结论没有由PM代理。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.391608
                },
                {
                  "id": "PM17.04.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 8.595238
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM判断哪些差距是证据不足，并将法律、安全或隐私解释交给相应专业角色。；只计超出常规检查的返工。",
                  "minutes": 0.85035
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=80.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM17.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 110.0,
              "eligibleMinutes": 110.0,
              "adoptedMinutes": 110.0,
              "delegatedMinutes": 99.0,
              "totalMinutes": 11.013253,
              "parts": [
                0,
                10.346586,
                0.666667,
                0
              ],
              "budgetLow": 8.362651,
              "budgetHigh": 17.639759,
              "humanActivities": [
                {
                  "id": "PM17.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 1.4
                },
                {
                  "id": "PM17.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.25
                },
                {
                  "id": "PM17.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 0.2
                },
                {
                  "id": "PM17.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：确认归属和状态明确；未回复事项保持待确认。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.583333
                },
                {
                  "id": "PM17.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.6
                },
                {
                  "id": "PM17.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助按责任人汇总需确认的材料和问题；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。",
                  "minutes": 3.313253
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM17.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与控制/领域责任人核对材料出处、运行事实和下一步责任。；只计超出常规检查的返工。",
                  "minutes": 0.666667
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=110.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    },
    "PM18": {
      "task": {
        "taskId": "PM18",
        "title": "定义 Agent 工作流需求、权限与接管机制",
        "baselineMinutes": 300,
        "workload": "一个合成Agent流程：4个系统、10种工具动作、3条失败/部分成功路径和1份权限/接管需求；只在沙箱验证。",
        "inputState": "用户目的、流程、接口、角色、现有访问策略、系统所有者、审批边界和沙箱均已确认；没有生产写入授权。",
        "output": "逐工具的数据范围、允许动作、审批、回滚、状态显示和异常接管需求。",
        "qualityGate": [
          "每项权限对应明确目的、数据范围和负责人。",
          "部分成功、重复执行、失败恢复和人类接管路径可演练。",
          "需求文件与实际权限配置/正式安全批准分开。"
        ],
        "scopeExclusions": [
          "不修改生产权限、发起真实外部动作或批准Agent上线。",
          "不以只读沙箱测试推断生产写入安全。"
        ],
        "sourceIds": [
          "EMP-METR-OSDEV-2025-2026",
          "EMP-PMEVAL-2026",
          "FR-OSWORLD",
          "FR-ANTHROPIC-HARNESS"
        ],
        "subtasks": [
          {
            "id": "PM18.01",
            "title": "抽取工作流、系统和既有授权规则",
            "baselineMinutes": 35,
            "output": "流程步骤、工具/API、系统所有者和当前策略清单。",
            "acceptance": "每个动作链接到实际接口和现行权限来源；未知所有者显式保留。",
            "mechanism": "extract",
            "aiOpportunity": "可从流程材料和接口目录提取动作与数据对象。",
            "humanActivity": "PM与系统所有者确认调查范围和现有策略版本。",
            "nonUseCondition": "接口或权限目录不是当前版本，或系统所有者未授权访问时，不抽取生产动作清单。"
          },
          {
            "id": "PM18.02",
            "title": "生成动作、数据范围和角色矩阵",
            "baselineMinutes": 55,
            "output": "逐动作的读/写/外发范围、身份和目的矩阵。",
            "acceptance": "每个动作标明数据类别、业务目的、身份与预期结果。",
            "mechanism": "generate",
            "aiOpportunity": "可将工具动作映射到统一权限表并提示宽泛授权。",
            "humanActivity": "PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
            "nonUseCondition": "动作目标或涉及的数据类别未定义时，不给该动作分配权限级别。"
          },
          {
            "id": "PM18.03",
            "title": "裁定最小权限、审批和回滚要求",
            "baselineMinutes": 65,
            "output": "建议权限边界、人工审批点、重复动作防护和回滚要求。",
            "acceptance": "高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。",
            "mechanism": "judge",
            "aiOpportunity": "可比较不同权限方案并找出未覆盖的失败状态。",
            "humanActivity": "PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
            "nonUseCondition": "动作影响客户数据、资金、外部承诺或不可逆生产状态时，不把自动执行列为默认权限。"
          },
          {
            "id": "PM18.04",
            "title": "在沙箱执行失败恢复与接管演练",
            "baselineMinutes": 85,
            "output": "超时、部分成功、重复调用和接管状态的演练记录。",
            "acceptance": "使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。",
            "mechanism": "execute",
            "aiOpportunity": "可调用沙箱工具复现规定流程并记录轨迹。",
            "humanActivity": "工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
            "nonUseCondition": "工具指向生产租户、真实客户对象或不能恢复的写入动作时，不执行演练。"
          },
          {
            "id": "PM18.05",
            "title": "与系统所有者核对配置和批准边界",
            "baselineMinutes": 60,
            "output": "需实现的权限配置要求、审批人和未决系统问题。",
            "acceptance": "配置变更责任归属于授权系统所有者；未批准项明确标为待决。",
            "mechanism": "coordinate",
            "aiOpportunity": "可准备逐系统确认清单和权限差异摘要。",
            "humanActivity": "PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
            "nonUseCondition": "系统所有者未审阅权限要求或审批路径没有具名责任人时，不将工作流需求标为实施就绪。"
          }
        ]
      },
      "sources": [
        {
          "title": "PMEVAL",
          "url": "https://www.einsteinlabz.com/neolab/pmeval",
          "publishedDate": "2026-04-09",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "336任务/14类别；官方页面尚无模型成绩",
          "doesNotSupport": "可借任务和rubric，不能提供完成率；专家评分一致性未验证；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "SPIDER2",
          "url": "https://arxiv.org/abs/2411.07763",
          "publishedDate": "2025-03-17 v2",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "632个工作流问题；o1-preview框架21.3%",
          "doesNotSupport": "不是2026当前能力；复杂企业SQL不等于本地冻结口径查询；版本子集勿混用；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "QMSUM",
          "url": "https://arxiv.org/abs/2104.05938",
          "publishedDate": "2021-04-13",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "232会议/1808查询摘要对",
          "doesNotSupport": "用于定位与摘要，不验证实时主持、承诺或中文访谈；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "WORKARENA",
          "url": "https://arxiv.org/abs/2403.07718",
          "publishedDate": "2024-07-23 v5",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "ServiceNow上33类任务",
          "doesNotSupport": "企业操作参考，不代表内部组织协调；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "TAU",
          "url": "https://arxiv.org/abs/2406.12045",
          "publishedDate": "2024-06-17",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "原论文函数调用Agent总体成功不足50%；零售pass^8不足25%",
          "doesNotSupport": "模拟用户；历史模型，不作当前上限；pass^k为连续可靠性非至少一次成功；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "GDPVAL",
          "url": "https://openai.com/index/gdpval/",
          "publishedDate": "2025-09-25",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "44职业的真实工作交付评价",
          "doesNotSupport": "工件偏好/质量不是完整岗位替代或时间节省；不直接支持本次独立执行百分比或分钟。"
        },
        {
          "title": "MSFT",
          "url": "https://www.microsoft.com/en-us/research/publication/shifting-work-patterns-with-generative-ai/",
          "publishedDate": "2025-04",
          "readLevel": "官方页面或论文摘要；未复跑",
          "supports": "6000人/6个月；邮件ITT减少1.4小时每周；使用者减少3小时；会议时间无显著变化",
          "doesNotSupport": "知识工作者不是PM专样；ITT与使用者估计不可混淆；不等于岗位净节时；不直接支持本次独立执行百分比或分钟。"
        }
      ],
      "estimates": [
        {
          "scenarioId": "agent",
          "parent": {
            "unitId": "PM18",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 172.999196
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 59.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 23.419505
              }
            ]
          },
          "children": [
            {
              "unitId": "PM18.01",
              "scenarioId": "agent",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 17.5,
              "totalMinutes": 12.424922,
              "parts": [
                0,
                11.604610000000001,
                0.820312,
                0
              ],
              "budgetLow": 11.568539,
              "budgetHigh": 13.566766,
              "humanActivities": [
                {
                  "id": "PM18.01.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 2.1875
                },
                {
                  "id": "PM18.01.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.597656
                },
                {
                  "id": "PM18.01.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 1.777344
                },
                {
                  "id": "PM18.01.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.1875
                },
                {
                  "id": "PM18.01.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从流程材料和接口目录提取动作与数据对象；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 2.85461
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.01.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统所有者确认调查范围和现有策略版本。；只计超出常规检查的返工。",
                  "minutes": 0.820312
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性30–65%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.02",
              "scenarioId": "agent",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 13.75,
              "totalMinutes": 27.491819,
              "parts": [
                0,
                25.237721,
                2.254098,
                0
              ],
              "budgetLow": 25.329521,
              "budgetHigh": 29.654117,
              "humanActivities": [
                {
                  "id": "PM18.02.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 3.005464
                },
                {
                  "id": "PM18.02.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 6.762295
                },
                {
                  "id": "PM18.02.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 1.352459
                },
                {
                  "id": "PM18.02.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.306011
                },
                {
                  "id": "PM18.02.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将工具动作映射到统一权限表并提示宽泛授权；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 10.811492
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.02.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。；只计超出常规检查的返工。",
                  "minutes": 2.254098
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.03",
              "scenarioId": "agent",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 3.25,
              "totalMinutes": 63.610544,
              "parts": [
                0,
                56.202456,
                7.408088,
                0
              ],
              "budgetLow": 60.838846,
              "budgetHigh": 64.996393,
              "humanActivities": [
                {
                  "id": "PM18.03.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 11.470588
                },
                {
                  "id": "PM18.03.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.683824
                },
                {
                  "id": "PM18.03.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 0.358456
                },
                {
                  "id": "PM18.03.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.358456
                },
                {
                  "id": "PM18.03.agent.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在Agent定位/汇总同一已授权证据后仍逐项作最终语义决定；本行仅减少证据搜索/手工拼接时间，不减少决定本身或责任。运行/变更记录集中检索减少理解前查找；状态/风险最终判断仍由PM完成。",
                  "minutes": 26.331132
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.03.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。；只计超出常规检查的返工。",
                  "minutes": 7.408088
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额5%，条件敏感性0–15%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.04",
              "scenarioId": "agent",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 42.5,
              "totalMinutes": 50.01262800000001,
              "parts": [
                0,
                41.158461,
                8.854167,
                0
              ],
              "budgetLow": 45.412486,
              "budgetHigh": 57.679531,
              "humanActivities": [
                {
                  "id": "PM18.04.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 3.836806
                },
                {
                  "id": "PM18.04.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 11.953125
                },
                {
                  "id": "PM18.04.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 2.508681
                },
                {
                  "id": "PM18.04.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.526042
                },
                {
                  "id": "PM18.04.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助调用沙箱工具复现规定流程并记录轨迹；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 15.333807
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.04.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 8.854167
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额50%，条件敏感性25–65%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM18.05",
              "scenarioId": "agent",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 15.0,
              "totalMinutes": 42.878788,
              "parts": [
                0,
                38.795948,
                4.08284,
                0
              ],
              "budgetLow": 40.30303,
              "budgetHigh": 45.454544999999996,
              "humanActivities": [
                {
                  "id": "PM18.05.agent.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 8.52071
                },
                {
                  "id": "PM18.05.agent.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 11.538462
                },
                {
                  "id": "PM18.05.agent.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 1.242604
                },
                {
                  "id": "PM18.05.agent.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.597633
                },
                {
                  "id": "PM18.05.agent.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 3.017751
                },
                {
                  "id": "PM18.05.agent.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备逐系统确认清单和权限差异摘要；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 12.878788
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.05.agent.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。；只计超出常规检查的返工。",
                  "minutes": 4.08284
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额25%，条件敏感性10–40%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "current",
          "parent": {
            "unitId": "PM18",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 213.937393
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 27.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 23.232508
              }
            ]
          },
          "children": [
            {
              "unitId": "PM18.01",
              "scenarioId": "current",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 12.25,
              "totalMinutes": 15.619166,
              "parts": [
                0,
                14.877641,
                0.741525,
                0
              ],
              "budgetLow": 14.372591,
              "budgetHigh": 16.865741,
              "humanActivities": [
                {
                  "id": "PM18.01.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 3.707627
                },
                {
                  "id": "PM18.01.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.966102
                },
                {
                  "id": "PM18.01.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 2.224576
                },
                {
                  "id": "PM18.01.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.927966
                },
                {
                  "id": "PM18.01.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从流程材料和接口目录提取动作与数据对象；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 4.05137
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.01.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统所有者确认调查范围和现有策略版本。；只计超出常规检查的返工。",
                  "minutes": 0.741525
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–55%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.02",
              "scenarioId": "current",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 8.25,
              "totalMinutes": 31.987038000000002,
              "parts": [
                0,
                29.735576000000002,
                2.251462,
                0
              ],
              "budgetLow": 29.605941,
              "budgetHigh": 33.574437,
              "humanActivities": [
                {
                  "id": "PM18.02.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 4.663743
                },
                {
                  "id": "PM18.02.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 7.076023
                },
                {
                  "id": "PM18.02.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 1.769006
                },
                {
                  "id": "PM18.02.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.733918
                },
                {
                  "id": "PM18.02.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将工具动作映射到统一权限表并提示宽泛授权；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 13.492886
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.02.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。；只计超出常规检查的返工。",
                  "minutes": 2.251462
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.03",
              "scenarioId": "current",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 1.95,
              "totalMinutes": 74.258528,
              "parts": [
                0,
                66.709315,
                7.549213,
                0
              ],
              "budgetLow": 71.965255,
              "budgetHigh": 75.24135899999999,
              "humanActivities": [
                {
                  "id": "PM18.03.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 16.25
                },
                {
                  "id": "PM18.03.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.913386
                },
                {
                  "id": "PM18.03.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 0.383858
                },
                {
                  "id": "PM18.03.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.383858
                },
                {
                  "id": "PM18.03.current.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 31.778213
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.03.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。；只计超出常规检查的返工。",
                  "minutes": 7.549213
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额3%，条件敏感性0–10%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.04",
              "scenarioId": "current",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 25.5,
              "totalMinutes": 61.951924000000005,
              "parts": [
                0,
                53.288462,
                8.663462,
                0
              ],
              "budgetLow": 55.133242,
              "budgetHigh": 68.770605,
              "humanActivities": [
                {
                  "id": "PM18.04.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 6.865385
                },
                {
                  "id": "PM18.04.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 13.730769
                },
                {
                  "id": "PM18.04.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 2.942308
                },
                {
                  "id": "PM18.04.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 5.884615
                },
                {
                  "id": "PM18.04.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助调用沙箱工具复现规定流程并记录轨迹；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 23.865385
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.04.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 8.663462
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额30%，条件敏感性10–50%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM18.05",
              "scenarioId": "current",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 6.0,
              "totalMinutes": 53.353245,
              "parts": [
                0,
                49.326399,
                4.026846,
                0
              ],
              "budgetLow": 51.429581,
              "budgetHigh": 55.276908999999996,
              "humanActivities": [
                {
                  "id": "PM18.05.current.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 12.885906
                },
                {
                  "id": "PM18.05.current.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 11.677852
                },
                {
                  "id": "PM18.05.current.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 1.610738
                },
                {
                  "id": "PM18.05.current.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.610738
                },
                {
                  "id": "PM18.05.current.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 4.228188
                },
                {
                  "id": "PM18.05.current.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备逐系统确认清单和权限差异摘要；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 17.312977
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.05.current.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。；只计超出常规检查的返工。",
                  "minutes": 4.026846
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性0–20%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness",
          "parent": {
            "unitId": "PM18",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 142.748241
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 97.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 14.433484
              }
            ]
          },
          "children": [
            {
              "unitId": "PM18.01",
              "scenarioId": "harness",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 22.75,
              "totalMinutes": 8.339133,
              "parts": [
                0,
                7.941406,
                0.397727,
                0
              ],
              "budgetLow": 7.549309999999999,
              "budgetHigh": 9.392230999999999,
              "humanActivities": [
                {
                  "id": "PM18.01.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 1.723485
                },
                {
                  "id": "PM18.01.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.795455
                },
                {
                  "id": "PM18.01.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 2.386364
                },
                {
                  "id": "PM18.01.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.193182
                },
                {
                  "id": "PM18.01.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从流程材料和接口目录提取动作与数据对象；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 1.84292
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.01.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统所有者确认调查范围和现有策略版本。；只计超出常规检查的返工。",
                  "minutes": 0.397727
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性45–80%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.02",
              "scenarioId": "harness",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 19.25,
              "totalMinutes": 20.961299,
              "parts": [
                0,
                19.513931,
                1.447368,
                0
              ],
              "budgetLow": 18.796141000000002,
              "budgetHigh": 23.848177,
              "humanActivities": [
                {
                  "id": "PM18.02.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 2.605263
                },
                {
                  "id": "PM18.02.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.328947
                },
                {
                  "id": "PM18.02.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 1.881579
                },
                {
                  "id": "PM18.02.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.315789
                },
                {
                  "id": "PM18.02.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将工具动作映射到统一权限表并提示宽泛授权；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 9.382353
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.02.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。；只计超出常规检查的返工。",
                  "minutes": 1.447368
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.03",
              "scenarioId": "harness",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 5.2,
              "totalMinutes": 65.43571899999999,
              "parts": [
                0,
                59.942761,
                5.492958,
                0
              ],
              "budgetLow": 61.542772,
              "budgetHigh": 67.382193,
              "humanActivities": [
                {
                  "id": "PM18.03.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 11.672535
                },
                {
                  "id": "PM18.03.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 17.508803
                },
                {
                  "id": "PM18.03.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 0.457746
                },
                {
                  "id": "PM18.03.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.457746
                },
                {
                  "id": "PM18.03.harness.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 29.845931
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.03.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。；只计超出常规检查的返工。",
                  "minutes": 5.492958
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额8%，条件敏感性2–20%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.04",
              "scenarioId": "harness",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 59.5,
              "totalMinutes": 24.135452,
              "parts": [
                0,
                19.729097,
                4.406355,
                0
              ],
              "budgetLow": 19.885452,
              "budgetHigh": 31.218784999999997,
              "humanActivities": [
                {
                  "id": "PM18.04.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 3.12709
                },
                {
                  "id": "PM18.04.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.132107
                },
                {
                  "id": "PM18.04.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 3.553512
                },
                {
                  "id": "PM18.04.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.416388
                },
                {
                  "id": "PM18.04.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助调用沙箱工具复现规定流程并记录轨迹；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 8.5
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.04.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 4.406355
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额70%，条件敏感性45–85%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM18.05",
              "scenarioId": "harness",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 21.0,
              "totalMinutes": 38.310122,
              "parts": [
                0,
                35.621046,
                2.689076,
                0
              ],
              "budgetLow": 35.55853,
              "budgetHigh": 41.978912,
              "humanActivities": [
                {
                  "id": "PM18.05.harness.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 8.907563
                },
                {
                  "id": "PM18.05.harness.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.243697
                },
                {
                  "id": "PM18.05.harness.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 1.344538
                },
                {
                  "id": "PM18.05.harness.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.344538
                },
                {
                  "id": "PM18.05.harness.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.857143
                },
                {
                  "id": "PM18.05.harness.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备逐系统确认清单和权限差异摘要；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 11.923567
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.05.harness.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。；只计超出常规检查的返工。",
                  "minutes": 2.689076
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额35%，条件敏感性15–50%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "harness_breakthrough",
          "parent": {
            "unitId": "PM18",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 119.631673
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 107.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 8.792376
              }
            ]
          },
          "children": [
            {
              "unitId": "PM18.01",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 28.0,
              "totalMinutes": 5.981699,
              "parts": [
                0,
                5.716547,
                0.265152,
                0
              ],
              "budgetLow": 5.509789,
              "budgetHigh": 6.9255189999999995,
              "humanActivities": [
                {
                  "id": "PM18.01.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 1.193182
                },
                {
                  "id": "PM18.01.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.397727
                },
                {
                  "id": "PM18.01.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 2.253788
                },
                {
                  "id": "PM18.01.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.92803
                },
                {
                  "id": "PM18.01.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从流程材料和接口目录提取动作与数据对象；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 0.94382
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.01.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统所有者确认调查范围和现有策略版本。；只计超出常规检查的返工。",
                  "minutes": 0.265152
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.02",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 24.75,
              "totalMinutes": 16.533247,
              "parts": [
                0,
                15.673872,
                0.859375,
                0
              ],
              "budgetLow": 13.854491,
              "budgetHigh": 19.212004,
              "humanActivities": [
                {
                  "id": "PM18.02.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 1.861979
                },
                {
                  "id": "PM18.02.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.291667
                },
                {
                  "id": "PM18.02.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 1.861979
                },
                {
                  "id": "PM18.02.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.291667
                },
                {
                  "id": "PM18.02.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将工具动作映射到统一权限表并提示宽泛授权；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 7.36658
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.02.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。；只计超出常规检查的返工。",
                  "minutes": 0.859375
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性25–65%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.03",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 6.5,
              "totalMinutes": 60.035698,
              "parts": [
                0,
                56.358492999999996,
                3.677205,
                0
              ],
              "budgetLow": 55.221095999999996,
              "budgetHigh": 62.282512,
              "humanActivities": [
                {
                  "id": "PM18.03.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 9.409318
                },
                {
                  "id": "PM18.03.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.439268
                },
                {
                  "id": "PM18.03.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 0.648918
                },
                {
                  "id": "PM18.03.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.973378
                },
                {
                  "id": "PM18.03.harness_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 28.887611
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.03.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。；只计超出常规检查的返工。",
                  "minutes": 3.677205
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额10%，条件敏感性3–25%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.04",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 72.25,
              "totalMinutes": 13.375323,
              "parts": [
                0,
                11.112428,
                2.262895,
                0
              ],
              "budgetLow": 10.964265000000001,
              "budgetHigh": 19.402967,
              "humanActivities": [
                {
                  "id": "PM18.04.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 1.980033
                },
                {
                  "id": "PM18.04.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.707155
                },
                {
                  "id": "PM18.04.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 3.535774
                },
                {
                  "id": "PM18.04.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.272879
                },
                {
                  "id": "PM18.04.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助调用沙箱工具复现规定流程并记录轨迹；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 3.616587
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.04.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 2.262895
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额85%，条件敏感性60–95%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM18.05",
              "scenarioId": "harness_breakthrough",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 27.0,
              "totalMinutes": 32.498082000000004,
              "parts": [
                0,
                30.770333,
                1.727749,
                0
              ],
              "budgetLow": 28.962367999999998,
              "budgetHigh": 36.917725000000004,
              "humanActivities": [
                {
                  "id": "PM18.05.harness_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 7.853403
                },
                {
                  "id": "PM18.05.harness_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.638743
                },
                {
                  "id": "PM18.05.harness_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 1.099476
                },
                {
                  "id": "PM18.05.harness_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.099476
                },
                {
                  "id": "PM18.05.harness_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.356021
                },
                {
                  "id": "PM18.05.harness_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备逐系统确认清单和权限差异摘要；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 9.723214
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.05.harness_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。；只计超出常规检查的返工。",
                  "minutes": 1.727749
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额45%，条件敏感性20–65%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "model_breakthrough",
          "parent": {
            "unitId": "PM18",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 124.522716
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 97.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 11.217545
              }
            ]
          },
          "children": [
            {
              "unitId": "PM18.01",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 27.3,
              "totalMinutes": 7.139241999999999,
              "parts": [
                0,
                6.741515,
                0.397727,
                0
              ],
              "budgetLow": 6.499242,
              "budgetHigh": 8.099242,
              "humanActivities": [
                {
                  "id": "PM18.01.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 1.458333
                },
                {
                  "id": "PM18.01.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.662879
                },
                {
                  "id": "PM18.01.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 2.386364
                },
                {
                  "id": "PM18.01.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.060606
                },
                {
                  "id": "PM18.01.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从流程材料和接口目录提取动作与数据对象；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 1.173333
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.01.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统所有者确认调查范围和现有策略版本。；只计超出常规检查的返工。",
                  "minutes": 0.397727
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额78%，条件敏感性60–90%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.02",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 30.25,
              "totalMinutes": 16.951592,
              "parts": [
                0,
                15.805759,
                1.145833,
                0
              ],
              "budgetLow": 14.255514,
              "budgetHigh": 20.321691,
              "humanActivities": [
                {
                  "id": "PM18.02.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 2.148438
                },
                {
                  "id": "PM18.02.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 3.007812
                },
                {
                  "id": "PM18.02.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 1.861979
                },
                {
                  "id": "PM18.02.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.721354
                },
                {
                  "id": "PM18.02.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将工具动作映射到统一权限表并提示宽泛授权；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 6.066176
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.02.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。；只计超出常规检查的返工。",
                  "minutes": 1.145833
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性30–75%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.03",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 9.75,
              "totalMinutes": 56.519847,
              "parts": [
                0,
                52.82066,
                3.699187,
                0
              ],
              "budgetLow": 52.06656,
              "budgetHigh": 59.488705,
              "humanActivities": [
                {
                  "id": "PM18.03.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 9.406504
                },
                {
                  "id": "PM18.03.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.593496
                },
                {
                  "id": "PM18.03.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 0.634146
                },
                {
                  "id": "PM18.03.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.95122
                },
                {
                  "id": "PM18.03.model_breakthrough.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 25.235294
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.03.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。；只计超出常规检查的返工。",
                  "minutes": 3.699187
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额15%，条件敏感性5–30%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.04",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 68.0,
              "totalMinutes": 19.780288,
              "parts": [
                0,
                16.244514,
                3.535774,
                0
              ],
              "budgetLow": 17.103122,
              "budgetHigh": 26.473201,
              "humanActivities": [
                {
                  "id": "PM18.04.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 2.687188
                },
                {
                  "id": "PM18.04.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.980033
                },
                {
                  "id": "PM18.04.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 3.535774
                },
                {
                  "id": "PM18.04.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.687188
                },
                {
                  "id": "PM18.04.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助调用沙箱工具复现规定流程并记录轨迹；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 5.354331
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.04.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 3.535774
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性55–90%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM18.05",
              "scenarioId": "model_breakthrough",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 24.0,
              "totalMinutes": 35.349292000000005,
              "parts": [
                0,
                32.910268,
                2.439024,
                0
              ],
              "budgetLow": 31.804677,
              "budgetHigh": 38.893907999999996,
              "humanActivities": [
                {
                  "id": "PM18.05.model_breakthrough.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 8.455285
                },
                {
                  "id": "PM18.05.model_breakthrough.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 9.105691
                },
                {
                  "id": "PM18.05.model_breakthrough.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 1.138211
                },
                {
                  "id": "PM18.05.model_breakthrough.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.138211
                },
                {
                  "id": "PM18.05.model_breakthrough.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 2.439024
                },
                {
                  "id": "PM18.05.model_breakthrough.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备逐系统确认清单和权限差异摘要；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 10.633846
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.05.model_breakthrough.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。；只计超出常规检查的返工。",
                  "minutes": 2.439024
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额40%，条件敏感性20–60%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "rsi",
          "parent": {
            "unitId": "PM18",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 103.998979
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 108.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 6.958579
              }
            ]
          },
          "children": [
            {
              "unitId": "PM18.01",
              "scenarioId": "rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 31.5,
              "totalMinutes": 5.221554,
              "parts": [
                0,
                4.964201,
                0.257353,
                0
              ],
              "budgetLow": 4.899186,
              "budgetHigh": 5.912344,
              "humanActivities": [
                {
                  "id": "PM18.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 0.900735
                },
                {
                  "id": "PM18.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.386029
                },
                {
                  "id": "PM18.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 2.316176
                },
                {
                  "id": "PM18.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.900735
                },
                {
                  "id": "PM18.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从流程材料和接口目录提取动作与数据对象；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 0.460526
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统所有者确认调查范围和现有策略版本。；只计超出常规检查的返工。",
                  "minutes": 0.257353
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性75–97%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.02",
              "scenarioId": "rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 35.75,
              "totalMinutes": 13.158876000000001,
              "parts": [
                0,
                12.467921,
                0.690955,
                0
              ],
              "budgetLow": 10.693359000000001,
              "budgetHigh": 16.240773,
              "humanActivities": [
                {
                  "id": "PM18.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 1.520101
                },
                {
                  "id": "PM18.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.072864
                },
                {
                  "id": "PM18.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 1.934673
                },
                {
                  "id": "PM18.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.625628
                },
                {
                  "id": "PM18.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将工具动作映射到统一权限表并提示宽泛授权；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 4.314655
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。；只计超出常规检查的返工。",
                  "minutes": 0.690955
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额65%，条件敏感性40–85%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.03",
              "scenarioId": "rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 13.0,
              "totalMinutes": 53.154953000000006,
              "parts": [
                0,
                50.433536000000004,
                2.721417,
                0
              ],
              "budgetLow": 47.166939000000006,
              "budgetHigh": 57.645963,
              "humanActivities": [
                {
                  "id": "PM18.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 8.164251
                },
                {
                  "id": "PM18.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 16.642512
                },
                {
                  "id": "PM18.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 0.523349
                },
                {
                  "id": "PM18.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.151369
                },
                {
                  "id": "PM18.03.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 23.952055
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。；只计超出常规检查的返工。",
                  "minutes": 2.721417
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额20%，条件敏感性5–40%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.04",
              "scenarioId": "rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 78.2,
              "totalMinutes": 10.15172,
              "parts": [
                0,
                8.662866,
                1.488854,
                0
              ],
              "budgetLow": 8.83172,
              "budgetHigh": 13.89172,
              "humanActivities": [
                {
                  "id": "PM18.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 1.353503
                },
                {
                  "id": "PM18.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.541401
                },
                {
                  "id": "PM18.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 3.654459
                },
                {
                  "id": "PM18.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.353503
                },
                {
                  "id": "PM18.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助调用沙箱工具复现规定流程并记录轨迹；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 1.76
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 1.488854
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额92%，条件敏感性75–98%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM18.05",
              "scenarioId": "rsi",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 33.0,
              "totalMinutes": 29.270455,
              "parts": [
                0,
                27.470454999999998,
                1.8,
                0
              ],
              "budgetLow": 25.861364000000002,
              "budgetHigh": 34.384091,
              "humanActivities": [
                {
                  "id": "PM18.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 6.9
                },
                {
                  "id": "PM18.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 8.7
                },
                {
                  "id": "PM18.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 1.05
                },
                {
                  "id": "PM18.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 1.2
                },
                {
                  "id": "PM18.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 1.95
                },
                {
                  "id": "PM18.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备逐系统确认清单和权限差异摘要；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 7.670455
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。；只计超出常规检查的返工。",
                  "minutes": 1.8
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额55%，条件敏感性25–75%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        },
        {
          "scenarioId": "far_rsi",
          "parent": {
            "unitId": "PM18",
            "coverageRationale": "父级由同一子账本汇总；完整活动与参数见子级。",
            "nonUseReason": "固定任务卡输入齐全、工具授权不变；每个片段尝试至少一种有意义的AI辅助，故E=A=B是本次操作策略条件，不是经验成功率、净节时率或已证明能力。失败和接管仍属于已采用。",
            "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。",
            "humanActivities": [
              {
                "description": "子任务常规人工之和",
                "minutes": 24.203003
              },
              {
                "description": "共享维护（仅PM18）",
                "minutes": 27.0
              }
            ],
            "reworkActivities": [
              {
                "description": "子任务额外返工之和",
                "minutes": 1.391716
              }
            ]
          },
          "children": [
            {
              "unitId": "PM18.01",
              "scenarioId": "far_rsi",
              "baselineMinutes": 35.0,
              "eligibleMinutes": 35.0,
              "adoptedMinutes": 35.0,
              "delegatedMinutes": 34.3,
              "totalMinutes": 1.108649,
              "parts": [
                0,
                1.057178,
                0.051471,
                0
              ],
              "budgetLow": 1.016544,
              "budgetHigh": 1.246807,
              "humanActivities": [
                {
                  "id": "PM18.01.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 0.180147
                },
                {
                  "id": "PM18.01.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.096507
                },
                {
                  "id": "PM18.01.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 0.463235
                },
                {
                  "id": "PM18.01.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作链接到实际接口和现行权限来源；未知所有者显式保留。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.225184
                },
                {
                  "id": "PM18.01.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助从流程材料和接口目录提取动作与数据对象；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统所有者确认调查范围和现有策略版本。",
                  "minutes": 0.092105
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.01.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统所有者确认调查范围和现有策略版本。；只计超出常规检查的返工。",
                  "minutes": 0.051471
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=35.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额98%，条件敏感性95–100%；分组extract。有可回源字段、引用和版本，优先建立完整性与对照验证；复杂格式仍可能接管。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "QMSUM",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.02",
              "scenarioId": "far_rsi",
              "baselineMinutes": 55.0,
              "eligibleMinutes": 55.0,
              "adoptedMinutes": 55.0,
              "delegatedMinutes": 52.25,
              "totalMinutes": 2.620148,
              "parts": [
                0,
                2.481957,
                0.138191,
                0
              ],
              "budgetLow": 2.127045,
              "budgetHigh": 3.852907,
              "humanActivities": [
                {
                  "id": "PM18.02.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 0.30402
                },
                {
                  "id": "PM18.02.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.518216
                },
                {
                  "id": "PM18.02.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 0.386935
                },
                {
                  "id": "PM18.02.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：每个动作标明数据类别、业务目的、身份与预期结果。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.656407
                },
                {
                  "id": "PM18.02.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助将工具动作映射到统一权限表并提示宽泛授权；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。",
                  "minutes": 0.616379
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.02.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM确认矩阵描述的是业务需要，不把现有权限当成所需权限。；只计超出常规检查的返工。",
                  "minutes": 0.138191
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=55.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额95%，条件敏感性85–99%；分组generate。候选生成可以自动化，但质量与约束多维，独立验证弱于结构化提取。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.03",
              "scenarioId": "far_rsi",
              "baselineMinutes": 65.0,
              "eligibleMinutes": 65.0,
              "adoptedMinutes": 65.0,
              "delegatedMinutes": 52.0,
              "totalMinutes": 12.718287,
              "parts": [
                0,
                12.174004,
                0.544283,
                0
              ],
              "budgetLow": 8.227276,
              "budgetHigh": 18.7063,
              "humanActivities": [
                {
                  "id": "PM18.03.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 1.63285
                },
                {
                  "id": "PM18.03.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 4.160628
                },
                {
                  "id": "PM18.03.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。",
                  "minutes": 0.10467
                },
                {
                  "id": "PM18.03.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：高影响/外部动作有显式控制；每个不可逆动作和失败状态有接管要求。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.287842
                },
                {
                  "id": "PM18.03.rsi.02",
                  "category": "decision",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：PM在AI流程中核对AI给出的候选、反证/证据定位并亲自作出最终语义裁定、记录理由；这是真实PM判断时间，计在采用部分，不是未采用或自动决策。",
                  "minutes": 5.988014
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.03.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM界定业务可接受的动作边界，安全/系统责任人决定实际策略。；只计超出常规检查的返工。",
                  "minutes": 0.544283
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=65.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额80%，条件敏感性60–95%；分组judge。因果、价值与最终业务判断缺乏便宜的完备判据，辅助机会不等于自主决策。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "PMEVAL",
                "GDPVAL"
              ]
            },
            {
              "unitId": "PM18.04",
              "scenarioId": "far_rsi",
              "baselineMinutes": 85.0,
              "eligibleMinutes": 85.0,
              "adoptedMinutes": 85.0,
              "delegatedMinutes": 82.45,
              "totalMinutes": 2.43309,
              "parts": [
                0,
                2.135319,
                0.297771,
                0
              ],
              "budgetLow": 1.77309,
              "budgetHigh": 3.53309,
              "humanActivities": [
                {
                  "id": "PM18.04.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 0.270701
                },
                {
                  "id": "PM18.04.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.13535
                },
                {
                  "id": "PM18.04.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 0.730892
                },
                {
                  "id": "PM18.04.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：使用沙箱和模拟数据；执行状态、恢复结果和人工介入点可重放。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.338376
                },
                {
                  "id": "PM18.04.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助调用沙箱工具复现规定流程并记录轨迹；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。",
                  "minutes": 0.66
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.04.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：工程/产品人员在沙箱触发异常并确认接管者能看见当前状态；机器运行时间不计人工分钟。；只计超出常规检查的返工。",
                  "minutes": 0.297771
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=85.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额97%，条件敏感性92–100%；分组execute。执行结果和状态可检验；仅在口径、权限和测试可信时扩大独立执行。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "SPIDER2",
                "WORKARENA",
                "TAU"
              ]
            },
            {
              "unitId": "PM18.05",
              "scenarioId": "far_rsi",
              "baselineMinutes": 60.0,
              "eligibleMinutes": 60.0,
              "adoptedMinutes": 60.0,
              "delegatedMinutes": 54.0,
              "totalMinutes": 6.714545,
              "parts": [
                0,
                6.354545,
                0.36,
                0
              ],
              "budgetLow": 5.350909,
              "budgetHigh": 10.123636,
              "humanActivities": [
                {
                  "id": "PM18.05.rsi.01",
                  "category": "setup",
                  "path": "assisted",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 1.38
                },
                {
                  "id": "PM18.05.rsi.03",
                  "category": "review",
                  "path": "assisted",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 2.175
                },
                {
                  "id": "PM18.05.rsi.04",
                  "category": "setup",
                  "path": "delegated",
                  "description": "条件重估：PM核对并准备本子任务进入AI流程的范围、获准材料与版本；仅计采用片段的主动准备，不含机器等待。子任务活动：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 0.21
                },
                {
                  "id": "PM18.05.rsi.05",
                  "category": "review",
                  "path": "delegated",
                  "description": "条件重估：PM按验收条件复核AI处理的采用部分：配置变更责任归属于授权系统所有者；未批准项明确标为待决。；异常、关键结论和无法机验项逐项人工核对。",
                  "minutes": 0.3
                },
                {
                  "id": "PM18.05.rsi.06",
                  "category": "handoff",
                  "path": "delegated",
                  "description": "条件重估：PM接收并登记本子任务可委派输出、确认接手状态；只计一次交接，不重复计父任务交接。",
                  "minutes": 0.585
                },
                {
                  "id": "PM18.05.rsi.02",
                  "category": "assist",
                  "path": "assisted",
                  "description": "条件重估（旧辅助路径费率）：AI先协助准备逐系统确认清单和权限差异摘要；PM再完成本子任务采用部分所需的补充上下文、修改和业务操作：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。",
                  "minutes": 1.704545
                }
              ],
              "reworkActivities": [
                {
                  "id": "PM18.05.rsi.rw01",
                  "description": "条件重估（旧费率及情景系数）：AI失败/错漏后PM额外纠错、重跑准备或回滚本子任务：PM与系统/安全负责人核对需求可实施性、配置责任和上线审批路径。；只计超出常规检查的返工。",
                  "minutes": 0.36
                }
              ],
              "coverageRationale": "AI优先条件：E=A=B=60.0，表示尝试辅助全部工作，非保证成功。独立执行中央份额90%，条件敏感性70–98%；分组coordinate。数字请求、状态和跟进可代理；真实授权、承诺与组织反馈不由AI生成。",
              "nonUseReason": "本轮不预设未采用：U=0。缺源/拒绝授权的实例不适用此条件；失败与接管计入AI路径人工，不算成未采用。",
              "uncertainty": "独立执行份额为分析者条件判断；公开来源只支持机制及边界，任何百分比均非从基准成绩拟合。保留v11主动活动费率与维护估计作为未验证锚点。 低/高预算仅由独立执行份额高/低端重算，固定旧活动费率。不是置信区间，不覆盖费率、任务基线、维护、分布转移或质量失败的不确定性。",
              "sourceIds": [
                "TAU",
                "WORKARENA",
                "MSFT"
              ]
            }
          ]
        }
      ]
    }
  },
  "taskParameters": [
    {
      "id": "PM01",
      "subtasks": [
        {
          "id": "PM01.01",
          "parameters": {}
        },
        {
          "id": "PM01.02",
          "parameters": {}
        },
        {
          "id": "PM01.03",
          "parameters": {}
        },
        {
          "id": "PM01.04",
          "parameters": {}
        },
        {
          "id": "PM01.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM02",
      "subtasks": [
        {
          "id": "PM02.01",
          "parameters": {}
        },
        {
          "id": "PM02.02",
          "parameters": {}
        },
        {
          "id": "PM02.03",
          "parameters": {}
        },
        {
          "id": "PM02.04",
          "parameters": {}
        },
        {
          "id": "PM02.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM03",
      "subtasks": [
        {
          "id": "PM03.01",
          "parameters": {}
        },
        {
          "id": "PM03.02",
          "parameters": {}
        },
        {
          "id": "PM03.03",
          "parameters": {}
        },
        {
          "id": "PM03.04",
          "parameters": {}
        },
        {
          "id": "PM03.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM04",
      "subtasks": [
        {
          "id": "PM04.01",
          "parameters": {}
        },
        {
          "id": "PM04.02",
          "parameters": {}
        },
        {
          "id": "PM04.03",
          "parameters": {}
        },
        {
          "id": "PM04.04",
          "parameters": {}
        },
        {
          "id": "PM04.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM05",
      "subtasks": [
        {
          "id": "PM05.01",
          "parameters": {}
        },
        {
          "id": "PM05.02",
          "parameters": {}
        },
        {
          "id": "PM05.03",
          "parameters": {}
        },
        {
          "id": "PM05.04",
          "parameters": {}
        },
        {
          "id": "PM05.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM06",
      "subtasks": [
        {
          "id": "PM06.01",
          "parameters": {}
        },
        {
          "id": "PM06.02",
          "parameters": {}
        },
        {
          "id": "PM06.03",
          "parameters": {}
        },
        {
          "id": "PM06.04",
          "parameters": {}
        },
        {
          "id": "PM06.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM07",
      "subtasks": [
        {
          "id": "PM07.01",
          "parameters": {}
        },
        {
          "id": "PM07.02",
          "parameters": {}
        },
        {
          "id": "PM07.03",
          "parameters": {}
        },
        {
          "id": "PM07.04",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM08",
      "subtasks": [
        {
          "id": "PM08.01",
          "parameters": {}
        },
        {
          "id": "PM08.02",
          "parameters": {}
        },
        {
          "id": "PM08.03",
          "parameters": {}
        },
        {
          "id": "PM08.04",
          "parameters": {}
        },
        {
          "id": "PM08.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM09",
      "subtasks": [
        {
          "id": "PM09.01",
          "parameters": {}
        },
        {
          "id": "PM09.02",
          "parameters": {}
        },
        {
          "id": "PM09.03",
          "parameters": {}
        },
        {
          "id": "PM09.04",
          "parameters": {}
        },
        {
          "id": "PM09.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM10",
      "subtasks": [
        {
          "id": "PM10.01",
          "parameters": {}
        },
        {
          "id": "PM10.02",
          "parameters": {}
        },
        {
          "id": "PM10.03",
          "parameters": {}
        },
        {
          "id": "PM10.04",
          "parameters": {}
        },
        {
          "id": "PM10.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM11",
      "subtasks": [
        {
          "id": "PM11.01",
          "parameters": {}
        },
        {
          "id": "PM11.02",
          "parameters": {}
        },
        {
          "id": "PM11.03",
          "parameters": {}
        },
        {
          "id": "PM11.04",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM12",
      "subtasks": [
        {
          "id": "PM12.01",
          "parameters": {}
        },
        {
          "id": "PM12.02",
          "parameters": {}
        },
        {
          "id": "PM12.03",
          "parameters": {}
        },
        {
          "id": "PM12.04",
          "parameters": {}
        },
        {
          "id": "PM12.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM13",
      "subtasks": [
        {
          "id": "PM13.01",
          "parameters": {}
        },
        {
          "id": "PM13.02",
          "parameters": {}
        },
        {
          "id": "PM13.03",
          "parameters": {}
        },
        {
          "id": "PM13.04",
          "parameters": {}
        },
        {
          "id": "PM13.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM14",
      "subtasks": [
        {
          "id": "PM14.01",
          "parameters": {}
        },
        {
          "id": "PM14.02",
          "parameters": {}
        },
        {
          "id": "PM14.03",
          "parameters": {}
        },
        {
          "id": "PM14.04",
          "parameters": {}
        },
        {
          "id": "PM14.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM15",
      "subtasks": [
        {
          "id": "PM15.01",
          "parameters": {}
        },
        {
          "id": "PM15.02",
          "parameters": {}
        },
        {
          "id": "PM15.03",
          "parameters": {}
        },
        {
          "id": "PM15.04",
          "parameters": {}
        },
        {
          "id": "PM15.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM16",
      "subtasks": [
        {
          "id": "PM16.01",
          "parameters": {}
        },
        {
          "id": "PM16.02",
          "parameters": {}
        },
        {
          "id": "PM16.03",
          "parameters": {}
        },
        {
          "id": "PM16.04",
          "parameters": {}
        },
        {
          "id": "PM16.05",
          "parameters": {}
        },
        {
          "id": "PM16.06",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM17",
      "subtasks": [
        {
          "id": "PM17.01",
          "parameters": {}
        },
        {
          "id": "PM17.02",
          "parameters": {}
        },
        {
          "id": "PM17.03",
          "parameters": {}
        },
        {
          "id": "PM17.04",
          "parameters": {}
        },
        {
          "id": "PM17.05",
          "parameters": {}
        }
      ]
    },
    {
      "id": "PM18",
      "subtasks": [
        {
          "id": "PM18.01",
          "parameters": {}
        },
        {
          "id": "PM18.02",
          "parameters": {}
        },
        {
          "id": "PM18.03",
          "parameters": {}
        },
        {
          "id": "PM18.04",
          "parameters": {}
        },
        {
          "id": "PM18.05",
          "parameters": {}
        }
      ]
    }
  ],
  "scenarios": [
    {
      "id": "current",
      "title": "当前助手",
      "change": "固定参考模型M",
      "execution": "人在获准工具中准备输入、提交单次任务和搬运输出；允许单次工件独立生成，不假设跨工具自动链路。",
      "review": "每份输出由人验收；按任务卡逐项确认关键口径/引用/业务结论。既有普通工具可用，但不假定新增自动质量门。",
      "conditions": {
        "qualityGate": "各子任务通过自身验收，组合满足相同父级交付门槛；抽查率是实验设计条件，不是已证明该策略足够安全或等质。质量未验证时只能报告条件假设。",
        "budgetPolicy": "比较固定业务输出与同一每任务推理/重试预算上限；本轮没有运行系统，数值为对该条件的编辑判断。",
        "machineChecks": "无新增Harness质量门；任务卡已有的只读查询/脚本可由人触发。",
        "sampleFraction": 1.0
      },
      "identity": "analyst-condition"
    },
    {
      "id": "agent",
      "title": "工具Agent",
      "change": "同一参考模型M，保持推理预算上限",
      "execution": "获准读取、只读查询、草稿保存可连续执行；输入、输出、权限和业务量不变。",
      "review": "与当前助手相同：每份输出由人验收，关键口径/引用/结论检查不因连接工具就减少。",
      "conditions": {
        "qualityGate": "各子任务通过自身验收，组合满足相同父级交付门槛；抽查率是实验设计条件，不是已证明该策略足够安全或等质。质量未验证时只能报告条件假设。",
        "budgetPolicy": "比较固定业务输出与同一每任务推理/重试预算上限；本轮没有运行系统，数值为对该条件的编辑判断。",
        "machineChecks": "记录工具日志，但不假定新增独立质量判定。",
        "sampleFraction": 1.0
      },
      "identity": "analyst-condition"
    },
    {
      "id": "harness",
      "title": "验证型Harness",
      "change": "同一参考模型M",
      "execution": "Agent加检查点、来源定位、确定性校验、失败恢复与状态交接。",
      "review": "机器可验证且通过的低风险条目按预登记规则抽查20%；所有异常/关键结论人工核验；判断、互动和正式承诺仍逐项由人负责。",
      "conditions": {
        "qualityGate": "各子任务通过自身验收，组合满足相同父级交付门槛；抽查率是实验设计条件，不是已证明该策略足够安全或等质。质量未验证时只能报告条件假设。",
        "budgetPolicy": "比较固定业务输出与同一每任务推理/重试预算上限；本轮没有运行系统，数值为对该条件的编辑判断。",
        "machineChecks": "固定schema、引用存在性、总量、不变量、版本与权限断言可自动执行；不把这些断言当作语义正确性证明。",
        "sampleFraction": 0.2
      },
      "identity": "analyst-condition"
    },
    {
      "id": "model_breakthrough",
      "title": "模型突破假设",
      "change": "条件性更强模型M+；接口、权限、推理预算上限、Harness与抽查规则保持harness设置",
      "execution": "同harness；只假设复杂理解/推理改善，不预设更完整工具集成。",
      "review": "同harness：低风险通过条目20%抽查，所有异常和关键判断人工复核。模型变强本身不取消质量门。",
      "conditions": {
        "qualityGate": "各子任务通过自身验收，组合满足相同父级交付门槛；抽查率是实验设计条件，不是已证明该策略足够安全或等质。质量未验证时只能报告条件假设。",
        "budgetPolicy": "比较固定业务输出与同一每任务推理/重试预算上限；本轮没有运行系统，数值为对该条件的编辑判断。",
        "machineChecks": "同harness。",
        "sampleFraction": 0.2
      },
      "identity": "future-condition"
    },
    {
      "id": "harness_breakthrough",
      "title": "Harness突破假设",
      "change": "仍为参考模型M；推理预算上限不提高",
      "execution": "增强跨工具状态同步、独立验证器、变更定位、检查点恢复；固定输入与权限。",
      "review": "在独立留出已证明验证器满足同一质量门的条件下，低风险通过条目抽查5%；所有异常、关键语义裁定和承诺仍人工处理。",
      "conditions": {
        "qualityGate": "各子任务通过自身验收，组合满足相同父级交付门槛；抽查率是实验设计条件，不是已证明该策略足够安全或等质。质量未验证时只能报告条件假设。",
        "budgetPolicy": "比较固定业务输出与同一每任务推理/重试预算上限；本轮没有运行系统，数值为对该条件的编辑判断。",
        "machineChecks": "新增独立oracle/交叉验证与可回放恢复；验证器覆盖不足时该5%策略不能算已达标。",
        "sampleFraction": 0.05
      },
      "identity": "future-condition"
    },
    {
      "id": "rsi",
      "title": "近期RSI假设",
      "change": "M+与更强Harness共同可用；条件性改进仅在独立留出通过后应用",
      "execution": "成熟运行；自动候选生成、测试、诊断与回滚不计人时。候选版本有人类发布关口，不假设无限自主改进已实现。",
      "review": "与更强Harness相同的5%低风险通过条目抽查；所有异常/关键裁定人工处理。不能按自动循环次数添加人工。",
      "conditions": {
        "qualityGate": "各子任务通过自身验收，组合满足相同父级交付门槛；抽查率是实验设计条件，不是已证明该策略足够安全或等质。质量未验证时只能报告条件假设。",
        "budgetPolicy": "比较固定业务输出与同一每任务推理/重试预算上限；本轮没有运行系统，数值为对该条件的编辑判断。",
        "machineChecks": "独立留出、冻结对照、相同预算/目标、版本隔离；不容许以修改成功定义获取收益。",
        "sampleFraction": 0.05
      },
      "identity": "future-condition"
    },
    {
      "id": "far_rsi",
      "title": "五年期强RSI假设",
      "change": "2031年及以后充分自迭代强AI的条件预计，不是实现概率或时间预测。以近期RSI活动费率为锚点，另外假设准备/审阅/交接与返工自动化；真人意愿、授权、价值选择仍非AI可伪造。",
      "execution": "充分自主改进模型、工具、验证与流程；在授权范围执行，真实外部反馈仍需发生。",
      "review": "不机械沿用近期5%抽查；采用显式远期人工活动系数。",
      "conditions": {
        "qualityGate": "各子任务通过自身验收，组合满足相同父级交付门槛；抽查率是实验设计条件，不是已证明该策略足够安全或等质。质量未验证时只能报告条件假设。",
        "budgetPolicy": "比较固定业务输出与同一每任务推理/重试预算上限；本轮没有运行系统，数值为对该条件的编辑判断。",
        "machineChecks": "独立留出、冻结对照、相同预算/目标、版本隔离；不容许以修改成功定义获取收益。",
        "sampleFraction": null
      },
      "identity": "future-condition"
    }
  ],
  "identity": "analyst-conditional-not-measured"
}