{
  "$defs": {
    "AIRole": {
      "additionalProperties": false,
      "description": "What the system contributed to the benefit, assessed on its own.",
      "properties": {
        "status": {
          "enum": [
            "assessed",
            "unassessed"
          ],
          "title": "Status",
          "type": "string"
        },
        "statement": {
          "minLength": 1,
          "title": "Statement",
          "type": "string"
        }
      },
      "required": [
        "status",
        "statement"
      ],
      "title": "AIRole",
      "type": "object"
    },
    "Comparator": {
      "additionalProperties": false,
      "description": "What the benefit is measured against, as a source states it.",
      "properties": {
        "against": {
          "description": "The baseline: human alone, the prior process, no tool.",
          "minLength": 1,
          "title": "Against",
          "type": "string"
        },
        "before": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The figure or state without the AI, verbatim where given.",
          "title": "Before"
        },
        "after": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The figure with the AI, verbatim where given.",
          "title": "After"
        },
        "basis": {
          "enum": [
            "measured",
            "assumed"
          ],
          "title": "Basis",
          "type": "string"
        },
        "quote": {
          "description": "The passage that states the comparison, verbatim.",
          "minLength": 1,
          "title": "Quote",
          "type": "string"
        },
        "url": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Url"
        }
      },
      "required": [
        "against",
        "basis",
        "quote"
      ],
      "title": "Comparator",
      "type": "object"
    },
    "Echo": {
      "additionalProperties": false,
      "description": "One attempt to make the benefit happen again.",
      "properties": {
        "date": {
          "anyOf": [
            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Date"
        },
        "setting": {
          "minLength": 1,
          "title": "Setting",
          "type": "string"
        },
        "model_version": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Model Version"
        },
        "outcome": {
          "enum": [
            "recurred",
            "did not recur",
            "unknown"
          ],
          "title": "Outcome",
          "type": "string"
        },
        "source": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Source"
        }
      },
      "required": [
        "setting",
        "outcome"
      ],
      "title": "Echo",
      "type": "object"
    },
    "Evidence": {
      "additionalProperties": false,
      "description": "One source, with authorship separate from its support for the benefit.",
      "properties": {
        "kind": {
          "enum": [
            "peer-reviewed study",
            "case report",
            "preprint",
            "regulatory document",
            "court document",
            "news report",
            "registry label",
            "dataset",
            "report",
            "descriptive report",
            "press release",
            "other"
          ],
          "title": "Kind",
          "type": "string"
        },
        "citation": {
          "minLength": 1,
          "title": "Citation",
          "type": "string"
        },
        "title": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Title"
        },
        "url": {
          "anyOf": [
            {
              "format": "uri",
              "maxLength": 2083,
              "minLength": 1,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Url"
        },
        "date": {
          "anyOf": [
            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Date"
        },
        "written_by": {
          "enum": [
            "makers",
            "deployer",
            "beneficiary",
            "evaluator",
            "independent",
            "unknown"
          ],
          "title": "Written By",
          "type": "string"
        },
        "quote": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Quote"
        },
        "supports_benefit": {
          "default": true,
          "description": "Whether this source supports the benefit described in the entry. False retains contrary, contextual, or procedural evidence without using it to raise confidence in the benefit. Omitted means true for existing records.",
          "title": "Supports Benefit",
          "type": "boolean"
        }
      },
      "required": [
        "kind",
        "citation",
        "written_by"
      ],
      "title": "Evidence",
      "type": "object"
    },
    "Later": {
      "additionalProperties": false,
      "description": "What happened after the first report.",
      "properties": {
        "status": {
          "enum": [
            "persisted",
            "scaled",
            "challenged",
            "reversed",
            "withdrawn",
            "litigated",
            "unknown"
          ],
          "title": "Status",
          "type": "string"
        },
        "date": {
          "anyOf": [
            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Date"
        },
        "note": {
          "minLength": 1,
          "title": "Note",
          "type": "string"
        },
        "quote": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Quote"
        },
        "url": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Url"
        }
      },
      "required": [
        "status",
        "note"
      ],
      "title": "Later",
      "type": "object"
    },
    "PairedIncident": {
      "additionalProperties": false,
      "description": "A comparable harm to the same stakeholder group in an incident database.",
      "properties": {
        "database": {
          "minLength": 1,
          "title": "Database",
          "type": "string"
        },
        "identifier": {
          "minLength": 1,
          "title": "Identifier",
          "type": "string"
        },
        "title": {
          "minLength": 1,
          "title": "Title",
          "type": "string"
        },
        "url": {
          "anyOf": [
            {
              "format": "uri",
              "maxLength": 2083,
              "minLength": 1,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Url"
        },
        "severity": {
          "anyOf": [
            {
              "maximum": 5,
              "minimum": 1,
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "1 to 5 on the harm scale; null when the source gives none.",
          "title": "Severity"
        },
        "group": {
          "$ref": "#/$defs/StakeholderGroup"
        },
        "basis": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Why this incident is the comparable one.",
          "title": "Basis"
        }
      },
      "required": [
        "database",
        "identifier",
        "title",
        "group"
      ],
      "title": "PairedIncident",
      "type": "object"
    },
    "Rating": {
      "additionalProperties": false,
      "description": "How deep the benefit runs for one stakeholder group, and why.",
      "properties": {
        "group": {
          "$ref": "#/$defs/StakeholderGroup"
        },
        "depth": {
          "anyOf": [
            {
              "maximum": 5,
              "minimum": 1,
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "1 to 5; null means unassessed.",
          "title": "Depth"
        },
        "reason": {
          "minLength": 1,
          "title": "Reason",
          "type": "string"
        }
      },
      "required": [
        "group",
        "reason"
      ],
      "title": "Rating",
      "type": "object"
    },
    "Replication": {
      "additionalProperties": false,
      "description": "The conditions that produced the benefit and the attempts to repeat it.",
      "properties": {
        "produced_by": {
          "items": {
            "type": "string"
          },
          "minItems": 1,
          "title": "Produced By",
          "type": "array"
        },
        "must_hold": {
          "items": {
            "type": "string"
          },
          "minItems": 1,
          "title": "Must Hold",
          "type": "array"
        },
        "echoes": {
          "items": {
            "$ref": "#/$defs/Echo"
          },
          "title": "Echoes",
          "type": "array"
        }
      },
      "required": [
        "produced_by",
        "must_hold"
      ],
      "title": "Replication",
      "type": "object"
    },
    "Revision": {
      "additionalProperties": false,
      "description": "One change to the record, with its source and the editor responsible.",
      "properties": {
        "date": {
          "format": "date",
          "title": "Date",
          "type": "string"
        },
        "change": {
          "minLength": 1,
          "title": "Change",
          "type": "string"
        },
        "source": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Source"
        },
        "editor": {
          "minLength": 1,
          "title": "Editor",
          "type": "string"
        }
      },
      "required": [
        "date",
        "change",
        "editor"
      ],
      "title": "Revision",
      "type": "object"
    },
    "StakeholderGroup": {
      "description": "The three stakeholder groups of the benefits taxonomy.",
      "enum": [
        "personal",
        "organizational",
        "societal"
      ],
      "title": "StakeholderGroup",
      "type": "string"
    },
    "StatedValue": {
      "additionalProperties": false,
      "description": "A money figure a source states for the benefit, never an estimate of ours.",
      "properties": {
        "amount": {
          "description": "Verbatim, with its currency.",
          "minLength": 1,
          "title": "Amount",
          "type": "string"
        },
        "what": {
          "description": "What the amount is: saved per year, fraud blocked.",
          "minLength": 1,
          "title": "What",
          "type": "string"
        },
        "who": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Who gains or pays.",
          "title": "Who"
        },
        "estimate": {
          "title": "Estimate",
          "type": "boolean"
        },
        "quote": {
          "minLength": 1,
          "title": "Quote",
          "type": "string"
        },
        "url": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Url"
        }
      },
      "required": [
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        "what",
        "estimate",
        "quote"
      ],
      "title": "StatedValue",
      "type": "object"
    },
    "CollectionRef": {
      "additionalProperties": false,
      "properties": {
        "collection_id": {
          "minLength": 1,
          "title": "Collection Id",
          "type": "string"
        },
        "version": {
          "minLength": 1,
          "title": "Version",
          "type": "string"
        }
      },
      "required": [
        "collection_id",
        "version"
      ],
      "title": "CollectionRef",
      "type": "object"
    },
    "ExistingFields": {
      "additionalProperties": false,
      "properties": {
        "id": {
          "anyOf": [
            {
              "pattern": "^AIBD-\\d{4}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Id"
        },
        "title": {
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              "minLength": 1,
              "type": "string"
            },
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              "type": "null"
            }
          ],
          "default": null,
          "title": "Title"
        },
        "summary": {
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            {
              "maxLength": 200,
              "minLength": 1,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Summary"
        },
        "date_observed": {
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            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Date Observed"
        },
        "date_basis": {
          "anyOf": [
            {
              "enum": [
                "event",
                "source publication",
                "source information",
                "source access",
                "unassessed"
              ],
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Date Basis"
        },
        "date_precision": {
          "anyOf": [
            {
              "enum": [
                "day",
                "month",
                "year",
                "unassessed"
              ],
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Date Precision"
        },
        "benefit_status": {
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            {
              "enum": [
                "reported",
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                "mixed",
                "unclear"
              ],
              "type": "string"
            },
            {
              "type": "null"
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          ],
          "default": null,
          "title": "Benefit Status"
        },
        "source_collection": {
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              "type": "string"
            },
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            }
          ],
          "default": null,
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        },
        "source_entry": {
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              "type": "string"
            },
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            }
          ],
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        },
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              "minLength": 1,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Account"
        },
        "category": {
          "anyOf": [
            {
              "enum": [
                "benefit created",
                "harm prevented",
                "protective response",
                "general benefit"
              ],
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Category"
        },
        "unexpected": {
          "anyOf": [
            {
              "type": "boolean"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Unexpected"
        },
        "purpose": {
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            {
              "minLength": 1,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Purpose"
        },
        "system": {
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            {
              "minLength": 1,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "System"
        },
        "model_version": {
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            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Model Version"
        },
        "developer": {
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            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
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        },
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            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
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        "location": {
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            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Location"
        },
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              "type": "string"
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            }
          ],
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        },
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          ],
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            }
          ],
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        },
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            },
            {
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            }
          ],
          "default": null,
          "title": "Taxonomy Note"
        },
        "registry_ids": {
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              "additionalProperties": {
                "type": "string"
              },
              "type": "object"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Registry Ids"
        },
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              "items": {
                "$ref": "#/$defs/Rating"
              },
              "minItems": 1,
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Ratings"
        },
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              "$ref": "#/$defs/AIRole"
            },
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              "type": "null"
            }
          ],
          "default": null
        },
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          ],
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              "type": "null"
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          ],
          "default": null
        },
        "paired_incident": {
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          ],
          "default": null
        },
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          ],
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              "type": "string"
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          ],
          "default": null,
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          ],
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        },
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          ],
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        },
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          ],
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        },
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          ],
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            }
          ],
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          ],
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          ],
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                  ]
                },
                {
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              ],
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            },
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              ],
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            },
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                {
                  "type": "string"
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              ],
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                "record_mapped",
                "reviewed"
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              "default": "partial",
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                "partial",
                "complete"
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              "title": "Coverage",
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                {
                  "type": "string"
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                  "type": "null"
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              ],
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                "type": "string"
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              "type": "array"
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          },
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            "state"
          ],
          "title": "FamilyAssessment",
          "type": "object"
        },
        {
          "type": "object",
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              "const": "withheld"
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            "legacy_record",
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      },
      "required": [
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      "title": "RecordFieldsValue",
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                    "propertyName": "kind"
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          "additionalProperties": false
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      ]
    },
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      "additionalProperties": false,
      "properties": {
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          "const": "structured",
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          "type": "string"
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        "data": {
          "additionalProperties": {
            "$ref": "#/$defs/JsonValue"
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          "title": "Data",
          "type": "object"
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      },
      "required": [
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      "title": "StructuredValue",
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          "title": "Text",
          "type": "string"
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      },
      "required": [
        "kind",
        "text"
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      "title": "TextValue",
      "type": "object"
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  },
  "additionalProperties": false,
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      "pattern": "^AIBD-\\d{4}$",
      "title": "Id",
      "type": "string"
    },
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      "minLength": 1,
      "title": "Title",
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      "maxLength": 200,
      "minLength": 1,
      "title": "Summary",
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    },
    "date_observed": {
      "format": "date",
      "title": "Date Observed",
      "type": "string"
    },
    "date_basis": {
      "default": "unassessed",
      "enum": [
        "event",
        "source publication",
        "source information",
        "source access",
        "unassessed"
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      "title": "Date Basis",
      "type": "string"
    },
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      "default": "unassessed",
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        "day",
        "month",
        "year",
        "unassessed"
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        {
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            "intended",
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            "unclear"
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          "type": "string"
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        {
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      ],
      "default": null,
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          "type": "string"
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      ],
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      "description": "What happened, in one paragraph.",
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      "title": "Account",
      "type": "string"
    },
    "category": {
      "description": "The kind of event: a benefit created or restored, a specific harm prevented, a protective response with prevention unproven, or a general benefit case. Depth and confidence are assessed separately.",
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        "benefit created",
        "harm prevented",
        "protective response",
        "general benefit"
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        {
          "type": "boolean"
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          "type": "string"
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      ],
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    },
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          "type": "string"
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        {
          "type": "string"
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        {
          "type": "null"
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      ],
      "default": null,
      "title": "Location"
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    "domain": {
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      "title": "Domain",
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        {
          "type": "string"
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      ],
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      "title": "Benefit Type",
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        {
          "type": "string"
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        {
          "type": "null"
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      ],
      "default": null,
      "title": "Taxonomy Note"
    },
    "registry_ids": {
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        "type": "string"
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      "description": "Ids in other registries, e.g. oecd_aim, aiid.",
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      "type": "object"
    },
    "ratings": {
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        "$ref": "#/$defs/Rating"
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      "title": "Ratings",
      "type": "array"
    },
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        "$ref": "#/$defs/Evidence"
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      "title": "Evidence",
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    },
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      "$ref": "#/$defs/Replication"
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      ],
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    },
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        {
          "maxLength": 100,
          "type": "string"
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          "$ref": "#/$defs/Comparator"
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          "type": "string"
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      ],
      "default": null,
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        {
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      "default": null,
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        "$ref": "#/$defs/Revision"
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    "profile": {
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            "monetary observations": {
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        },
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            "actors[].ownership_control": {
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            "assessments[].status_basis": {
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            "case_links[]": {
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            "claims[].evidence_links": {
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            "claims[].evidence_strength": {
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            "claims[].missingness": {
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            "claims[].proposition": {
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            "cross_border_flows[]": {
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            "decisions[].action_outcome": {
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            "decisions[].grounds": {
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            "decisions[].institution_task": {
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            "decisions[].success_criterion": {
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            "deployment_stage": {
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            "economics[].amount": {
              "$ref": "#/$defs/Resolution"
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            "economics[].costs[]": {
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            "economics[].counterfactual": {
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            "economics[].currency_price_basis": {
              "$ref": "#/$defs/Resolution"
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            "economics[].gross_net": {
              "$ref": "#/$defs/Resolution"
            },
            "economics[].measure_type": {
              "$ref": "#/$defs/Resolution"
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            "economics[].period_unit": {
              "$ref": "#/$defs/Resolution"
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            "economics[].realization": {
              "$ref": "#/$defs/Resolution"
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            "economics[].recipient_payer": {
              "$ref": "#/$defs/Resolution"
            },
            "economics[].return_payback": {
              "$ref": "#/$defs/Resolution"
            },
            "economics[].valuation_method": {
              "$ref": "#/$defs/Resolution"
            },
            "evaluations[].ai_uplift": {
              "$ref": "#/$defs/Resolution"
            },
            "evaluations[].comparator": {
              "$ref": "#/$defs/Resolution"
            },
            "evaluations[].design": {
              "$ref": "#/$defs/Resolution"
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            "evaluations[].effect": {
              "$ref": "#/$defs/Resolution"
            },
            "evaluations[].exposure": {
              "$ref": "#/$defs/Resolution"
            },
            "evaluations[].id": {
              "$ref": "#/$defs/Resolution"
            },
            "evaluations[].measurement_method": {
              "$ref": "#/$defs/Resolution"
            },
            "evaluations[].metric": {
              "$ref": "#/$defs/Resolution"
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