{
  "id": "MOD-2026-0005",
  "kind": "model",
  "label": "Bayesian reference (exact posterior / Beta-Bernoulli / joint common-cause / HMM)",
  "created_at": "2026-09-08",
  "updated_at": "2026-09-09",
  "values": {
    "eml_status": "STABLE",
    "eml_evidence_level": "E2",
    "eml_object_version": "0.1",
    "eml_canonical_url": "https://evemisslab.com/ai/models/MOD-2026-0005/",
    "eml_provenance": {
      "source": "EveMissLab research collection: Adaptive Epistemic Systems (真本體論13)",
      "extracted_by": "Splice (Claude Code), reading the canonical UTF-8 sources and each lab's own result reports",
      "extracted_at": "2026-09-11",
      "generator": "tools/extract_aes/extract.py",
      "claim_boundary": "status, evidence level and result type follow the source artifact's own stated claim boundary; nothing is upgraded beyond what the report supports"
    },
    "eml_summary": "The probabilistic side of every comparison: exact posteriors with numerical reliabilities, Beta-Bernoulli source-quality learning, the joint-likelihood common-cause model for correlated clusters (and its naive-independence negative control), and a Bayesian HMM for regime switches.",
    "eml_summary_zh": "每次比較的概率端：帶數值可靠度的精確後驗、Beta-Bernoulli 來源品質學習、相關叢集的聯合概似共同因模型（及其天真獨立負控制），以及 regime 切換用的 Bayesian HMM。",
    "eml_label_zh": "Bayesian 參考（精確後驗／Beta-Bernoulli／聯合共同因／HMM）",
    "eml_primary_domain": "Model Representation",
    "eml_program_id": "PRG-2026-0001",
    "eml_data_basis": "SYNTHETIC",
    "eml_provider": "EveMissLab (PACC-Lab)",
    "eml_access_type": "source inside the PACC-Lab FINAL bundles",
    "eml_known_behavior_notes": [
      "Reference, not a competitor; hazard and decay are not exhaustively tuned, so no superiority claim in either direction."
    ],
    "eml_authors": [
      "Neo.K (EveMissLab)"
    ],
    "eml_ai_collaborators": [
      "Sol (GPT-5.6, OpenAI ChatGPT)"
    ]
  },
  "canonical_url": "https://evemisslab.com/ai/models/MOD-2026-0005/",
  "json": "/ai/models/MOD-2026-0005/index.json",
  "relations": [
    {
      "id": "REL-2026-0098",
      "predicate": "contains",
      "source": "SYS-2026-0002",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0163",
      "predicate": "uses_model",
      "source": "EXP-2026-0008",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0176",
      "predicate": "uses_model",
      "source": "EXP-2026-0009",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0189",
      "predicate": "uses_model",
      "source": "EXP-2026-0010",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0200",
      "predicate": "uses_model",
      "source": "EXP-2026-0011",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0213",
      "predicate": "uses_model",
      "source": "EXP-2026-0012",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0224",
      "predicate": "uses_model",
      "source": "EXP-2026-0013",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0237",
      "predicate": "uses_model",
      "source": "EXP-2026-0014",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0248",
      "predicate": "uses_model",
      "source": "EXP-2026-0015",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0261",
      "predicate": "uses_model",
      "source": "EXP-2026-0016",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0272",
      "predicate": "uses_model",
      "source": "EXP-2026-0017",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0285",
      "predicate": "uses_model",
      "source": "EXP-2026-0018",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0298",
      "predicate": "uses_model",
      "source": "EXP-2026-0019",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    },
    {
      "id": "REL-2026-0309",
      "predicate": "uses_model",
      "source": "EXP-2026-0020",
      "target": "MOD-2026-0005",
      "status": "ACTIVE"
    }
  ],
  "snapshot": {
    "snapshot_id": "AI-SNAPSHOT-v0.1-fe85b9694a45",
    "created_at": "2026-09-11T05:00:27Z",
    "format_version": "0.1",
    "sedb_baseline": "v0.4B contract; static source content/ai/",
    "generator_version": "evemisslab-com ai_research 0.1",
    "object_count": 124,
    "relation_count": 499,
    "artifact_count": 58
  }
}
