{
  "classification": "author-assigned time weights and terminal deployment shares; not measured O*NET times",
  "instance_share_basis": "weighted by baseline human duration within each task bundle, not unweighted instance counts",
  "roles": {
    "production_manager": [
      {
        "id": "inspection_drone",
        "baseline_time_weight": 0.12,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.05,
            "augmented_baseline_instances": 0.095,
            "unassisted_baseline_instances": 0.855,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.15,
            "augmented_baseline_instances": 0.17,
            "unassisted_baseline_instances": 0.6799999999999999,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.35,
            "augmented_baseline_instances": 0.195,
            "unassisted_baseline_instances": 0.455,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "scope_estimates",
        "baseline_time_weight": 0.16,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.2,
            "augmented_baseline_instances": 0.08000000000000002,
            "unassisted_baseline_instances": 0.72,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.5,
            "augmented_baseline_instances": 0.1,
            "unassisted_baseline_instances": 0.4,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.8,
            "augmented_baseline_instances": 0.059999999999999984,
            "unassisted_baseline_instances": 0.13999999999999996,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "purchasing",
        "baseline_time_weight": 0.12,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.15,
            "augmented_baseline_instances": 0.085,
            "unassisted_baseline_instances": 0.765,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.5,
            "augmented_baseline_instances": 0.1,
            "unassisted_baseline_instances": 0.4,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.85,
            "augmented_baseline_instances": 0.045000000000000005,
            "unassisted_baseline_instances": 0.10500000000000001,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "scheduling",
        "baseline_time_weight": 0.15,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.15,
            "augmented_baseline_instances": 0.085,
            "unassisted_baseline_instances": 0.765,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.4,
            "augmented_baseline_instances": 0.12,
            "unassisted_baseline_instances": 0.48,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.75,
            "augmented_baseline_instances": 0.075,
            "unassisted_baseline_instances": 0.175,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "records_costs",
        "baseline_time_weight": 0.12,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.25,
            "augmented_baseline_instances": 0.07500000000000001,
            "unassisted_baseline_instances": 0.675,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.7,
            "augmented_baseline_instances": 0.06000000000000001,
            "unassisted_baseline_instances": 0.24000000000000005,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.95,
            "augmented_baseline_instances": 0.015000000000000013,
            "unassisted_baseline_instances": 0.03500000000000003,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "site_safety_quality",
        "baseline_time_weight": 0.15,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0,
            "augmented_baseline_instances": 0.1,
            "unassisted_baseline_instances": 0.9,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.02,
            "augmented_baseline_instances": 0.196,
            "unassisted_baseline_instances": 0.784,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.1,
            "augmented_baseline_instances": 0.27,
            "unassisted_baseline_instances": 0.63,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "people_coordination",
        "baseline_time_weight": 0.12,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.05,
            "augmented_baseline_instances": 0.095,
            "unassisted_baseline_instances": 0.855,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.1,
            "augmented_baseline_instances": 0.18000000000000002,
            "unassisted_baseline_instances": 0.72,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.3,
            "augmented_baseline_instances": 0.21,
            "unassisted_baseline_instances": 0.49,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "exceptions",
        "baseline_time_weight": 0.06,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0,
            "augmented_baseline_instances": 0.1,
            "unassisted_baseline_instances": 0.9,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.02,
            "augmented_baseline_instances": 0.196,
            "unassisted_baseline_instances": 0.784,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.05,
            "augmented_baseline_instances": 0.285,
            "unassisted_baseline_instances": 0.665,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.1,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      }
    ],
    "roofer": [
      {
        "id": "access_safety",
        "baseline_time_weight": 0.1,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0,
            "augmented_baseline_instances": 0.1,
            "unassisted_baseline_instances": 0.9,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0,
            "augmented_baseline_instances": 0.2,
            "unassisted_baseline_instances": 0.8,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0,
            "augmented_baseline_instances": 0.3,
            "unassisted_baseline_instances": 0.7,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "materials",
        "baseline_time_weight": 0.12,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.05,
            "augmented_baseline_instances": 0.095,
            "unassisted_baseline_instances": 0.855,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.3,
            "augmented_baseline_instances": 0.13999999999999999,
            "unassisted_baseline_instances": 0.5599999999999999,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.8,
            "augmented_baseline_instances": 0.059999999999999984,
            "unassisted_baseline_instances": 0.13999999999999996,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "tear_off",
        "baseline_time_weight": 0.14,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.02,
            "augmented_baseline_instances": 0.098,
            "unassisted_baseline_instances": 0.882,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.1,
            "augmented_baseline_instances": 0.18000000000000002,
            "unassisted_baseline_instances": 0.72,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.45,
            "augmented_baseline_instances": 0.165,
            "unassisted_baseline_instances": 0.385,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "deck_repair",
        "baseline_time_weight": 0.12,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0,
            "augmented_baseline_instances": 0.1,
            "unassisted_baseline_instances": 0.9,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.02,
            "augmented_baseline_instances": 0.196,
            "unassisted_baseline_instances": 0.784,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.15,
            "augmented_baseline_instances": 0.255,
            "unassisted_baseline_instances": 0.595,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "underlayment",
        "baseline_time_weight": 0.12,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.02,
            "augmented_baseline_instances": 0.098,
            "unassisted_baseline_instances": 0.882,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.15,
            "augmented_baseline_instances": 0.17,
            "unassisted_baseline_instances": 0.6799999999999999,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.5,
            "augmented_baseline_instances": 0.15,
            "unassisted_baseline_instances": 0.35,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "field_covering",
        "baseline_time_weight": 0.22,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0.04,
            "augmented_baseline_instances": 0.096,
            "unassisted_baseline_instances": 0.864,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.28,
            "augmented_baseline_instances": 0.144,
            "unassisted_baseline_instances": 0.576,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.75,
            "augmented_baseline_instances": 0.075,
            "unassisted_baseline_instances": 0.175,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "flashing",
        "baseline_time_weight": 0.12,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0,
            "augmented_baseline_instances": 0.1,
            "unassisted_baseline_instances": 0.9,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.01,
            "augmented_baseline_instances": 0.198,
            "unassisted_baseline_instances": 0.792,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.1,
            "augmented_baseline_instances": 0.27,
            "unassisted_baseline_instances": 0.63,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      },
      {
        "id": "handover",
        "baseline_time_weight": 0.06,
        "scenarios": {
          "mild": {
            "automated_baseline_instances": 0,
            "augmented_baseline_instances": 0.1,
            "unassisted_baseline_instances": 0.9,
            "augmentation_productivity": 1.2,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.5
          },
          "moderate": {
            "automated_baseline_instances": 0.03,
            "augmented_baseline_instances": 0.194,
            "unassisted_baseline_instances": 0.776,
            "augmentation_productivity": 1.25,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0.25
          },
          "aggressive": {
            "automated_baseline_instances": 0.15,
            "augmented_baseline_instances": 0.255,
            "unassisted_baseline_instances": 0.595,
            "augmentation_productivity": 1.35,
            "human_support_hours_per_automated_baseline_hour": 0.15,
            "new_human_hours_per_automated_baseline_hour": 0
          }
        }
      }
    ]
  }
}
