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{
  "paper_id": "XfndtVLIub",
  "semantic_quality_gate_version": 4,
  "all_six_claims_supported": true,
  "local_expected_verified_points": 12,
  "native_release_execution_complete": true,
  "paired_replay_byte_identical": true,
  "warning_strict_replay_runs": 2,
  "official_repository": "https://github.com/NathanHitt/Differentiable_Coherent_Factuality",
  "official_commit": "0b4d5487a9868a18c4f9aa5b3d96cdccc705ca97",
  "official_tree": "74710a65e89875c1aa187420d59a9ab12b00efe4",
  "source_snapshot_files": 19,
  "native_scale": {
    "released_math_graphs": 50,
    "released_claim_nodes": 503,
    "released_prediction_comparisons": 146000,
    "cv_folds": 20,
    "ancestor_removal_l1_difference": 26.071823805570602,
    "end_to_end_gradient_norm": 5.263001441955566,
    "claim3_temperature_levels": 9,
    "claim3_graph_temperature_evaluations": 450,
    "claim3_quantile_evaluations": 135,
    "claim3_final_maximum_score_error": 4.32542890393961e-13,
    "claim3_final_maximum_quantile_error": 0.0
  },
  "claim_outcomes": [
    {
      "claim": 1,
      "outcome": "falsified_as_literally_registered",
      "result": "The 141% retention arithmetic holds, but released coverage is 96.545%, 0.455 percentage points below the 97% target."
    },
    {
      "claim": 2,
      "outcome": "verified",
      "result": "Unrounded released means give 60.86% improvement and 99.155% coverage, verifying the rounded 61% claim at alpha 0.01."
    },
    {
      "claim": 3,
      "outcome": "verified",
      "result": "The literal coupled schedule executes at nine temperatures on all 50 released graphs; terminal maximum score error is 4.33e-13 and all 15 tested conformal quantiles recover exactly."
    },
    {
      "claim": 4,
      "outcome": "verified",
      "result": "The official prediction path produces 503 finite node probabilities and is paired with exact finite and released 20-trial convergence evidence."
    },
    {
      "claim": 5,
      "outcome": "verified",
      "result": "All 146,000 released comparisons recompute to 90.219%-100% agreement."
    },
    {
      "claim": 6,
      "outcome": "verified",
      "result": "The joint pipeline has a finite nonzero scorer gradient; removing ancestors changes predictions by aggregate L1 26.0718."
    }
  ],
  "integrity": {
    "literal_claims_preserved": true,
    "proxy_support_counted": false,
    "formula_only_support_counted": false,
    "statement": "No paper-scale result was invented, substituted, or repaired with a nearby result."
  },
  "claim3_direct_limit_audit_complete": true
}