{
  "id": "lib-process:scientific-discovery--calibration-epistemic-humility",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "calibration-epistemic-humility",
    "description": "Match confidence to evidence quality using scoring rules, calibration, and explicit uncertainty modeling",
    "libraryPath": "library/specializations/domains/science/scientific-discovery/calibration-epistemic-humility.js",
    "specialization": "scientific-discovery",
    "example": "// Input: { claims: [{ statement: \"...\", initialConfidence: 0.85 }], evidence: [...], calibrationHistory: {...} }\n// Output: { calibratedAssessments: [{ claim: \"...\", calibratedConfidence: 0.72, adjustment: -0.13 }], uncertaintyModel: {...} }",
    "usesAgents": [
      "calibration-specialist"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "domain:scientific-discovery",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "specialization:scientific-research-methods",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--calibration-epistemic-humility",
      "to": "specialization:scientific-discovery",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}