{
  "handle": "Certaintyclap",
  "gloss": "Credit claims by their calibration, not by the confidence of their delivery",
  "mechanism": "A group records each claim with the confidence its speaker stated, scores claims against outcomes as in {{confidence_calibrate}}, and gives credit by that score. Confident delivery earns nothing by itself.",
  "invariants": [
    "Claims are recorded with their stated confidence.",
    "Credit follows calibration against outcomes, not the confidence of delivery."
  ],
  "failure_modes": [
    "Bluster reward: confident delivery earns credit that calibration would not.",
    "Hedge reward: vague claims are credited because they cannot be wrong."
  ],
  "_meta": {
    "path": [
      "Society",
      "Protocols"
    ],
    "ring": 2,
    "tier": 2,
    "related": [
      "EpistemicCalibrate#4d4c",
      "Doubtshelter"
    ],
    "minted": "2026-10-05T21:38:21+02:00"
  },
  "sema_id": "sema:Certaintyclap#mh:SHA-256:5dcc5a44c6cb9fb0a92dc41f728a4bd472ed24158761b3ae52c3391ca7d3a108",
  "sema_ref": "Certaintyclap#5dcc",
  "sema_stub": "5dcc",
  "dependencies": {
    "references": {
      "confidence_calibrate": "sema:ConfidenceCalibrate#mh:SHA-256:e3570290d420b5bf59848ccc1d269530bbb3124b2e1a4583e62dc2a901ab16ac"
    }
  },
  "sema_layer": "Society",
  "sema_category": "Protocols",
  "used_by": {}
}