{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-11T08:48:12Z",
    "providers": [
      "Claude"
    ],
    "breadth": "written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify",
    "pass": 2,
    "wave": 1,
    "engine": "claude",
    "enrichment": {
      "pass": 3,
      "engine": "claude",
      "producedAt": "2026-10-05T16:30:00Z",
      "ingestedAt": "2026-10-05T13:24:03+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-06T19:52:02+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q8008",
    "registryId": "vr.tr.earth-science",
    "name": "Earth science",
    "version": "0.2.0-wave.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "INF.KNW"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q8008/",
  "model": {
    "registry_id": "vr.tr.earth-science",
    "name": "Earth science",
    "purpose": "Let an agent handle Earth sciences by branch, methods, data and hazards, and treat Indigenous and traditional environmental knowledge with respect and attribution.",
    "definition": "The group of sciences that study the Earth, its solid body, water, atmosphere and life systems, including geology, oceanography, meteorology, climatology, soil science and Earth system science; traditional ecological knowledge also contributes understanding.",
    "what_it_is_for": "Understanding the planet, resources, hazards and climate.",
    "affordances": [
      "find the relevant branch",
      "use open Earth observation data",
      "understand natural hazards",
      "work respectfully with traditional knowledge holders"
    ],
    "distinguishing_features": [
      "Studies Earth systems",
      "Field, lab and remote sensing",
      "Interdisciplinary",
      "Informs hazard and climate policy"
    ],
    "appearance": "Fieldwork, satellites, instruments, maps and models.",
    "visual_identification": [
      "Branches such as geology, oceanography, meteorology",
      "Earth observation data",
      "Indigenous environmental knowledges as distinct knowledge systems"
    ],
    "physical_properties": [],
    "families_and_kinds": [
      "geology and geophysics",
      "oceanography",
      "atmospheric sciences",
      "hydrology and soil science",
      "Earth system science"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "natural science",
        "why": "category"
      },
      {
        "relation": "includes",
        "target": "geology",
        "why": "branch"
      },
      {
        "relation": "uses",
        "target": "Earth observation satellites",
        "why": "data"
      },
      {
        "relation": "is complemented by",
        "target": "traditional ecological knowledge",
        "why": "knowledge system"
      }
    ],
    "identifiers": [],
    "standards_and_regulation": [
      "WMO and IOC data standards",
      "Open data policies such as Copernicus",
      "Protocols for Indigenous data sovereignty (CARE principles)"
    ],
    "failure_modes_and_hazards": [
      "Underestimating hazards",
      "Extracting traditional knowledge without consent",
      "Overstating model certainty"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Explain Earth science findings, citing data and sources.",
        "Report hazards such as earthquakes, floods and storms from official agencies."
      ],
      "must_not": [
        "Fabricate or misrepresent data on climate, hazards or resources.",
        "Issue hazard warnings in the name of an agency without authority.",
        "Dismiss traditional ecological knowledge without consideration."
      ],
      "requires_human": [
        "Issuing public hazard warnings."
      ]
    },
    "ethics": {
      "considerations": [
        "Earth science informs life-saving warnings and resource decisions.",
        "Indigenous knowledge deserves credit and respect."
      ],
      "affected_parties": [
        "People exposed to hazards",
        "Indigenous communities"
      ]
    },
    "owners": {
      "steward": "Nobody: a science held in common; geological and meteorological services steward its data.",
      "master_systems": [
        "Geological survey databases",
        "Meteorological records"
      ]
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q8008: Earth science",
      "url": "https://www.wikidata.org/wiki/Q8008",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Earth science",
      "url": "https://en.wikipedia.org/wiki/Earth_science",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "branch",
        "name": "Branch",
        "description": "Which science.",
        "rationale": "Branches differ.",
        "layers": [
          {
            "id": "field",
            "name": "Field",
            "description": "Subdiscipline.",
            "findings": [
              {
                "id": "field-finding",
                "name": "Field",
                "description": "Branch.",
                "questions": [
                  {
                    "text": "Which Earth science branch is meant?",
                    "kind": "definition"
                  },
                  {
                    "text": "What does it study?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          },
          {
            "id": "methods",
            "name": "Methods",
            "description": "Field and remote.",
            "findings": [
              {
                "id": "methods-finding",
                "name": "Methods",
                "description": "Methods.",
                "questions": [
                  {
                    "text": "Which methods and instruments are used?",
                    "kind": "definition"
                  },
                  {
                    "text": "What are their limits?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "data",
        "name": "Data",
        "description": "Observations.",
        "rationale": "Data should be sourced.",
        "layers": [
          {
            "id": "sources",
            "name": "Sources",
            "description": "Open data.",
            "findings": [
              {
                "id": "sources-finding",
                "name": "Sources",
                "description": "Data sources.",
                "questions": [
                  {
                    "text": "Which data sources support the claim?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Are they openly available?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "models",
            "name": "Models",
            "description": "Uncertainty.",
            "findings": [
              {
                "id": "models-finding",
                "name": "Models",
                "description": "Model uncertainty.",
                "questions": [
                  {
                    "text": "How uncertain are the model results?",
                    "kind": "measurement"
                  },
                  {
                    "text": "How were they validated?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "hazards",
        "name": "Hazards",
        "description": "Risk.",
        "rationale": "Earth science protects people.",
        "layers": [
          {
            "id": "natural",
            "name": "Natural hazards",
            "description": "Earthquakes, floods.",
            "findings": [
              {
                "id": "natural-finding",
                "name": "Natural",
                "description": "Natural hazards.",
                "questions": [
                  {
                    "text": "Which hazards affect this place, according to official maps?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Are warnings in force?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "climate",
            "name": "Climate",
            "description": "Change.",
            "findings": [
              {
                "id": "climate-finding",
                "name": "Climate",
                "description": "Climate.",
                "questions": [
                  {
                    "text": "What do climate assessments say for this region?",
                    "kind": "provenance"
                  },
                  {
                    "text": "How confident are they?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "knowledge",
        "name": "Knowledge",
        "description": "Traditional knowledge.",
        "rationale": "Knowledge systems deserve respect.",
        "layers": [
          {
            "id": "traditional",
            "name": "Traditional",
            "description": "Indigenous knowledge.",
            "findings": [
              {
                "id": "traditional-finding",
                "name": "Traditional",
                "description": "Traditional knowledge.",
                "questions": [
                  {
                    "text": "How does traditional ecological knowledge inform understanding here?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is it attributed to its holders?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "consent",
            "name": "Consent",
            "description": "Data sovereignty.",
            "findings": [
              {
                "id": "consent-finding",
                "name": "Consent",
                "description": "Data sovereignty.",
                "questions": [
                  {
                    "text": "Was consent obtained to use community knowledge?",
                    "kind": "boundary"
                  },
                  {
                    "text": "Which protocols apply?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should branches be separate entries?",
    "How should traditional knowledge be credited?",
    "How should open data be linked?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}