{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-11T05:54:40Z",
    "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": "2026-10-05T13:19:55+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-06T19:52:01+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q7150",
    "registryId": "vr.tr.ecology",
    "name": "ecology",
    "version": "0.2.0-wave.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "INF.KNW"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q7150/",
  "model": {
    "registry_id": "vr.tr.ecology",
    "name": "ecology",
    "purpose": "Let an agent handle ecology as a science with levels, methods and evidence, and connect it to conservation and management.",
    "definition": "The branch of biology that studies the relationships of organisms with each other and with their environment, from populations to ecosystems and biomes.",
    "what_it_is_for": "Understanding and managing ecosystems.",
    "affordances": [
      "study populations and ecosystems",
      "monitor biodiversity",
      "model ecological change",
      "inform conservation"
    ],
    "distinguishing_features": [
      "Relationships of organisms and environment",
      "Levels from individuals to biosphere",
      "Field, experimental and modelling methods",
      "Distinct from environmentalism as a movement"
    ],
    "appearance": "Field studies, data, models and reports; ecosystems themselves are the subject.",
    "visual_identification": [
      "Ecological surveys and datasets",
      "Subfields such as forest canopy or mangrove ecology",
      "Environmental impact assessments"
    ],
    "physical_properties": [],
    "families_and_kinds": [
      "population ecology",
      "community ecology",
      "ecosystem ecology",
      "landscape ecology",
      "applied fields such as forest and mangrove ecology"
    ],
    "related_models": [
      {
        "relation": "is a branch of",
        "target": "biology",
        "why": "discipline"
      },
      {
        "relation": "studies",
        "target": "organism, forest, landscape",
        "why": "subjects"
      },
      {
        "relation": "informs",
        "target": "conservation",
        "why": "application"
      },
      {
        "relation": "is confused with",
        "target": "environmentalism",
        "why": "a movement"
      }
    ],
    "identifiers": [
      {
        "scheme": "field classification",
        "value_or_pattern": "OECD FORD 1.6",
        "note": "biological sciences"
      }
    ],
    "standards_and_regulation": [
      "Environmental impact assessment law",
      "Biodiversity monitoring standards",
      "Convention on Biological Diversity"
    ],
    "failure_modes_and_hazards": [
      "Overgeneralising from local studies",
      "Short time series",
      "Confusing correlation with ecological cause"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Explain ecological concepts and cite studies and monitoring data.",
        "Record species observations in the way the survey protocol sets."
      ],
      "must_not": [
        "Misrepresent ecological evidence to justify harming a habitat.",
        "Publish locations of rare or protected species where that exposes them to collection or harm.",
        "Introduce species or alter habitats during fieldwork without permits.",
        "Present ecological models as certain when they carry wide uncertainty."
      ],
      "requires_human": [
        "Acting on ecological advice that affects protected sites or species."
      ]
    },
    "ethics": {
      "considerations": [
        "Ecological knowledge guides choices that decide whether species survive.",
        "Local and Indigenous knowledge of ecosystems deserves credit."
      ],
      "affected_parties": [
        "Wild species and ecosystems",
        "Communities that depend on them",
        "Future generations"
      ]
    },
    "owners": {
      "steward": "Nobody owns the science; researchers answer for their studies.",
      "master_systems": []
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q7150: ecology",
      "url": "https://www.wikidata.org/wiki/Q7150",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Ecology",
      "url": "https://en.wikipedia.org/wiki/Ecology",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "level",
        "name": "Level",
        "description": "Which scale.",
        "rationale": "Level decides questions and methods.",
        "layers": [
          {
            "id": "organisation",
            "name": "Level of organisation",
            "description": "Population to ecosystem.",
            "findings": [
              {
                "id": "organisation-finding",
                "name": "Level",
                "description": "Level studied.",
                "questions": [
                  {
                    "text": "At which ecological level is this studied?",
                    "kind": "definition"
                  },
                  {
                    "text": "Which system?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          },
          {
            "id": "subfield",
            "name": "Subfield",
            "description": "Specialisation.",
            "findings": [
              {
                "id": "subfield-finding",
                "name": "Subfield",
                "description": "Subfield.",
                "questions": [
                  {
                    "text": "Which subfield applies?",
                    "kind": "definition"
                  },
                  {
                    "text": "Which methods does it use?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "evidence",
        "name": "Evidence",
        "description": "How it is known.",
        "rationale": "Ecological evidence needs time and replication.",
        "layers": [
          {
            "id": "data",
            "name": "Data",
            "description": "Surveys and experiments.",
            "findings": [
              {
                "id": "data-finding",
                "name": "Data",
                "description": "Data sources.",
                "questions": [
                  {
                    "text": "What data support the finding, over what period?",
                    "kind": "provenance"
                  },
                  {
                    "text": "How large was the study area?",
                    "kind": "measurement"
                  }
                ]
              }
            ]
          },
          {
            "id": "causation",
            "name": "Causation",
            "description": "Drivers.",
            "findings": [
              {
                "id": "causation-finding",
                "name": "Drivers",
                "description": "Causal drivers.",
                "questions": [
                  {
                    "text": "What drives the observed change, and how certain is it?",
                    "kind": "boundary"
                  },
                  {
                    "text": "Were confounders considered?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "change",
        "name": "Change",
        "description": "Ecosystem change.",
        "rationale": "Change is the central concern.",
        "layers": [
          {
            "id": "trends",
            "name": "Trends",
            "description": "Biodiversity trends.",
            "findings": [
              {
                "id": "trends-finding",
                "name": "Trends",
                "description": "Trends.",
                "questions": [
                  {
                    "text": "What trends are observed?",
                    "kind": "measurement"
                  },
                  {
                    "text": "From which monitoring programme?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "models",
            "name": "Models",
            "description": "Projections.",
            "findings": [
              {
                "id": "models-finding",
                "name": "Projections",
                "description": "Model projections.",
                "questions": [
                  {
                    "text": "What do models project, under which scenarios?",
                    "kind": "provenance"
                  },
                  {
                    "text": "How uncertain are they?",
                    "kind": "measurement"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "application",
        "name": "Application",
        "description": "Conservation and management.",
        "rationale": "Ecology informs decisions.",
        "layers": [
          {
            "id": "conservation",
            "name": "Conservation",
            "description": "Protection.",
            "findings": [
              {
                "id": "conservation-finding",
                "name": "Conservation",
                "description": "Conservation actions.",
                "questions": [
                  {
                    "text": "Which conservation actions are supported by evidence?",
                    "kind": "provenance"
                  },
                  {
                    "text": "What trade-offs exist?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "assessment",
            "name": "Assessment",
            "description": "Impact assessment.",
            "findings": [
              {
                "id": "assessment-finding",
                "name": "Assessment",
                "description": "Impact assessment.",
                "questions": [
                  {
                    "text": "What does the environmental impact assessment conclude?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Was it independent?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should subfields be separate entries?",
    "How should monitoring data be linked?",
    "How should agents present ecological uncertainty?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}
