{
  "ok": true,
  "spec": "AKM-TRIAD-1.0",
  "author": "Aziel Eliab",
  "software_tab": false,
  "nodes": 0,
  "manifest": {
    "version": "AKM-CAL-1.0",
    "triad_decision": "TRIAD-0.1",
    "spec": "AKM-TRIAD-1.0",
    "author": "Aziel Eliab",
    "software_tab": false,
    "channels": [
      "E",
      "C",
      "P",
      "B"
    ],
    "suitability_weights": {
      "domain_manifest_fit": 0.35,
      "input_availability": 0.25,
      "historical_sample_adequacy": 0.2,
      "decision_relevance": 0.2
    },
    "retrieval_weights": {
      "relevance": 0.35,
      "posterior": 0.25,
      "evidence": 0.2,
      "recency": 0.1,
      "triad_fit": 0.1
    },
    "tie_break": [
      "E",
      "C",
      "P",
      "B"
    ],
    "min_channel_adequacy": 0.25,
    "use_cases": [
      "forensic_evidence",
      "operational_decision",
      "pattern_family",
      "documentation",
      "exploratory",
      "mature_workflow"
    ],
    "domain_caps": {
      "zionpattern": 0.75
    },
    "note": "Bayesian posterior is calibrated belief strength, not truth. Selection is by suitability, never by resulting confidence."
  },
  "learn_kinds": [
    "memory_observation",
    "memory_support",
    "memory_contradiction",
    "memory_resolution",
    "calibration_update",
    "memory_supersede",
    "memory_revoke",
    "retrieval_feedback"
  ],
  "belief_is_not_truth": true
}