{
  "schemaVersion": "1.0",
  "slug": "ai-routing-threshold-120-task-cost-curve",
  "title": "When Should an AI Task Escalate to a Human? A 120-Task Cost Curve",
  "runDate": "2026-07-28",
  "executed": true,
  "sanitized": true,
  "question": "How do four human-review thresholds trade review cost against expected error loss across tasks with different consequences and reversibility?",
  "baseline": "A single confidence threshold treats a reversible low-cost draft and an irreversible high-cost action as if their errors had equal consequences.",
  "protocol": [
    "Freeze one hundred twenty task profiles with error probability, error cost, review cost, and reversibility.",
    "Apply four escalation thresholds without tuning them after inspecting results.",
    "Calculate total declared loss and retain each task's threshold-specific result."
  ],
  "sample": {
    "tasks": 120,
    "thresholds": [
      0.2,
      0.4,
      0.6,
      0.8
    ]
  },
  "results": {
    "aggregateLossByThreshold": {
      "0.2": 400.68,
      "0.4": 430.08,
      "0.6": 550.2,
      "0.8": 761.04
    },
    "lowestAggregateLossThreshold": 0.2
  },
  "negativeFindings": [
    "No threshold minimized loss for every task; cheap review favored earlier escalation while expensive review changed the tradeoff."
  ],
  "limitations": [
    "Costs and probabilities are frozen design inputs, not estimates from a deployed AI system."
  ],
  "records": [
    {
      "taskId": "A001",
      "errorProbability": 0.1,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.1,
        "0.4": 0.1,
        "0.6": 0.1,
        "0.8": 0.1
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A002",
      "errorProbability": 0.2,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.08,
        "0.6": 0.08,
        "0.8": 0.08
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A003",
      "errorProbability": 0.3,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.12,
        "0.6": 0.12,
        "0.8": 0.12
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A004",
      "errorProbability": 0.4,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.4,
        "0.8": 0.4
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A005",
      "errorProbability": 0.5,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.2,
        "0.8": 0.2
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A006",
      "errorProbability": 0.6,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.24
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A007",
      "errorProbability": 0.7,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.7
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A008",
      "errorProbability": 0.8,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A009",
      "errorProbability": 0.9,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A010",
      "errorProbability": 1,
      "errorCost": 1,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A011",
      "errorProbability": 0.1,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.2,
        "0.4": 0.2,
        "0.6": 0.2,
        "0.8": 0.2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A012",
      "errorProbability": 0.2,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.4,
        "0.6": 0.4,
        "0.8": 0.4
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A013",
      "errorProbability": 0.3,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 1.5,
        "0.6": 1.5,
        "0.8": 1.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A014",
      "errorProbability": 0.4,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.8,
        "0.8": 0.8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A015",
      "errorProbability": 0.5,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 1,
        "0.8": 1
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A016",
      "errorProbability": 0.6,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 3
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A017",
      "errorProbability": 0.7,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 1.4
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A018",
      "errorProbability": 0.8,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A019",
      "errorProbability": 0.9,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A020",
      "errorProbability": 1,
      "errorCost": 5,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A021",
      "errorProbability": 0.1,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.8,
        "0.4": 0.8,
        "0.6": 0.8,
        "0.8": 0.8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A022",
      "errorProbability": 0.2,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 4,
        "0.6": 4,
        "0.8": 4
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A023",
      "errorProbability": 0.3,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 2.4,
        "0.6": 2.4,
        "0.8": 2.4
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A024",
      "errorProbability": 0.4,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 3.2,
        "0.8": 3.2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A025",
      "errorProbability": 0.5,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 10,
        "0.8": 10
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A026",
      "errorProbability": 0.6,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 4.8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A027",
      "errorProbability": 0.7,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 5.6
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A028",
      "errorProbability": 0.8,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A029",
      "errorProbability": 0.9,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A030",
      "errorProbability": 1,
      "errorCost": 20,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A031",
      "errorProbability": 0.1,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 10,
        "0.4": 10,
        "0.6": 10,
        "0.8": 10
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A032",
      "errorProbability": 0.2,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A033",
      "errorProbability": 0.3,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 12,
        "0.6": 12,
        "0.8": 12
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A034",
      "errorProbability": 0.4,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 40,
        "0.8": 40
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A035",
      "errorProbability": 0.5,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 20,
        "0.8": 20
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A036",
      "errorProbability": 0.6,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 24
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A037",
      "errorProbability": 0.7,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 70
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A038",
      "errorProbability": 0.8,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A039",
      "errorProbability": 0.9,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A040",
      "errorProbability": 1,
      "errorCost": 100,
      "reviewCost": 0.5,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A041",
      "errorProbability": 0.1,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.04,
        "0.4": 0.04,
        "0.6": 0.04,
        "0.8": 0.04
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A042",
      "errorProbability": 0.2,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 0.08,
        "0.6": 0.08,
        "0.8": 0.08
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A043",
      "errorProbability": 0.3,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 0.3,
        "0.6": 0.3,
        "0.8": 0.3
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A044",
      "errorProbability": 0.4,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 0.16,
        "0.8": 0.16
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A045",
      "errorProbability": 0.5,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 0.2,
        "0.8": 0.2
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A046",
      "errorProbability": 0.6,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 0.6
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A047",
      "errorProbability": 0.7,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 0.28
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A048",
      "errorProbability": 0.8,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A049",
      "errorProbability": 0.9,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A050",
      "errorProbability": 1,
      "errorCost": 1,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A051",
      "errorProbability": 0.1,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.2,
        "0.4": 0.2,
        "0.6": 0.2,
        "0.8": 0.2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A052",
      "errorProbability": 0.2,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 1,
        "0.6": 1,
        "0.8": 1
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A053",
      "errorProbability": 0.3,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 0.6,
        "0.6": 0.6,
        "0.8": 0.6
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A054",
      "errorProbability": 0.4,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 0.8,
        "0.8": 0.8
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A055",
      "errorProbability": 0.5,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2.5,
        "0.8": 2.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A056",
      "errorProbability": 0.6,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 1.2
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A057",
      "errorProbability": 0.7,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 1.4
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A058",
      "errorProbability": 0.8,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A059",
      "errorProbability": 0.9,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A060",
      "errorProbability": 1,
      "errorCost": 5,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A061",
      "errorProbability": 0.1,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A062",
      "errorProbability": 0.2,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 1.6,
        "0.6": 1.6,
        "0.8": 1.6
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A063",
      "errorProbability": 0.3,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2.4,
        "0.6": 2.4,
        "0.8": 2.4
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A064",
      "errorProbability": 0.4,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A065",
      "errorProbability": 0.5,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 4,
        "0.8": 4
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A066",
      "errorProbability": 0.6,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 4.8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A067",
      "errorProbability": 0.7,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 14
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A068",
      "errorProbability": 0.8,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A069",
      "errorProbability": 0.9,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A070",
      "errorProbability": 1,
      "errorCost": 20,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A071",
      "errorProbability": 0.1,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 4,
        "0.4": 4,
        "0.6": 4,
        "0.8": 4
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A072",
      "errorProbability": 0.2,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A073",
      "errorProbability": 0.3,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 30,
        "0.6": 30,
        "0.8": 30
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A074",
      "errorProbability": 0.4,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 16,
        "0.8": 16
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A075",
      "errorProbability": 0.5,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 20,
        "0.8": 20
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A076",
      "errorProbability": 0.6,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 60
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A077",
      "errorProbability": 0.7,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 28
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A078",
      "errorProbability": 0.8,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A079",
      "errorProbability": 0.9,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A080",
      "errorProbability": 1,
      "errorCost": 100,
      "reviewCost": 2,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 2,
        "0.4": 2,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A081",
      "errorProbability": 0.1,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.04,
        "0.4": 0.04,
        "0.6": 0.04,
        "0.8": 0.04
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A082",
      "errorProbability": 0.2,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 0.2,
        "0.6": 0.2,
        "0.8": 0.2
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A083",
      "errorProbability": 0.3,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 0.12,
        "0.6": 0.12,
        "0.8": 0.12
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A084",
      "errorProbability": 0.4,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 0.16,
        "0.8": 0.16
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A085",
      "errorProbability": 0.5,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A086",
      "errorProbability": 0.6,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 0.24
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A087",
      "errorProbability": 0.7,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 0.28
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A088",
      "errorProbability": 0.8,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A089",
      "errorProbability": 0.9,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A090",
      "errorProbability": 1,
      "errorCost": 1,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A091",
      "errorProbability": 0.1,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 0.5,
        "0.4": 0.5,
        "0.6": 0.5,
        "0.8": 0.5
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A092",
      "errorProbability": 0.2,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 0.4,
        "0.6": 0.4,
        "0.8": 0.4
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A093",
      "errorProbability": 0.3,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 0.6,
        "0.6": 0.6,
        "0.8": 0.6
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A094",
      "errorProbability": 0.4,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 2,
        "0.8": 2
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A095",
      "errorProbability": 0.5,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 1,
        "0.8": 1
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A096",
      "errorProbability": 0.6,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 1.2
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A097",
      "errorProbability": 0.7,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 3.5
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A098",
      "errorProbability": 0.8,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A099",
      "errorProbability": 0.9,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A100",
      "errorProbability": 1,
      "errorCost": 5,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A101",
      "errorProbability": 0.1,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 0.8,
        "0.4": 0.8,
        "0.6": 0.8,
        "0.8": 0.8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A102",
      "errorProbability": 0.2,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 1.6,
        "0.6": 1.6,
        "0.8": 1.6
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A103",
      "errorProbability": 0.3,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 6,
        "0.6": 6,
        "0.8": 6
      },
      "lowestLossThreshold": 0.4
    },
    {
      "taskId": "A104",
      "errorProbability": 0.4,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 3.2,
        "0.8": 3.2
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A105",
      "errorProbability": 0.5,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 4,
        "0.8": 4
      },
      "lowestLossThreshold": 0.6
    },
    {
      "taskId": "A106",
      "errorProbability": 0.6,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 12
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A107",
      "errorProbability": 0.7,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 5.6
      },
      "lowestLossThreshold": 0.8
    },
    {
      "taskId": "A108",
      "errorProbability": 0.8,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A109",
      "errorProbability": 0.9,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A110",
      "errorProbability": 1,
      "errorCost": 20,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A111",
      "errorProbability": 0.1,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 4,
        "0.4": 4,
        "0.6": 4,
        "0.8": 4
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A112",
      "errorProbability": 0.2,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 20,
        "0.6": 20,
        "0.8": 20
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A113",
      "errorProbability": 0.3,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 12,
        "0.6": 12,
        "0.8": 12
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A114",
      "errorProbability": 0.4,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 16,
        "0.8": 16
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A115",
      "errorProbability": 0.5,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 50,
        "0.8": 50
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A116",
      "errorProbability": 0.6,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 24
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A117",
      "errorProbability": 0.7,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 28
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A118",
      "errorProbability": 0.8,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": false,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A119",
      "errorProbability": 0.9,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    },
    {
      "taskId": "A120",
      "errorProbability": 1,
      "errorCost": 100,
      "reviewCost": 8,
      "reversible": true,
      "lossByThreshold": {
        "0.2": 8,
        "0.4": 8,
        "0.6": 8,
        "0.8": 8
      },
      "lowestLossThreshold": 0.2
    }
  ]
}