{
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  "comparisonKind": "Same-sample descriptive comparison, not held-out validation",
  "dataThrough": "2025-12-07",
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  "teamsAudited": 1620,
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  "averageWithinThree": 19.3,
  "meanAbsoluteDifference": 2.43,
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      "meanAbsoluteDifference": 2.75,
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      "season": 2025,
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  "invalidOrSaturatedComponents": 0,
  "zeroLossIntegrityTop25": 0,
  "formulaOrderErrors": 0,
  "postFormulaAdjustments": 0,
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    "preCfpStatus": "insufficient evidence",
    "publicOrderBeforeFirstCfp": false,
    "earlySeasonUse": "Private shadow diagnostics only; an AP standing proxy may test the pipeline but cannot satisfy the publication gate.",
    "firstEligibleCheckpoint": "The first official CFP ranking, after completed-game, identity, component and formula-order audits pass.",
    "evidencePrinciple": "A precise early-season order is not treated as reliable merely because the formula can calculate one."
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    "interpretation": "Record Foundation measures record credibility while Loss Integrity measures loss quality. This counterfactual audit quantifies their combined leverage; it does not by itself prove that either mechanism is redundant.",
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    "oneLossPublishedIndexCost": {
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      "lossIntegrityMedian": 2.4,
      "combinedMedian": 8.1,
      "combinedP90": 12.93
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        "baselineOrderRetained": true
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        },
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        },
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        },
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    "Rebuild historical Week 2, 4, 6 and 8 snapshots before evaluating an earlier public start.",
    "Run leave-one-game-out tests and report median, 90th-percentile and maximum rank movement.",
    "Report component dispersion and effective active weight at every checkpoint so dormant measures are visible."
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    "Freeze the formula and all weights before importing a season that was not used while developing v0.57.",
    "Archive the data-quality and team-identity checks before viewing the held-out results.",
    "Publish agreement, error, bias, sensitivity and adversarial-gaming results whether they help or hurt the model.",
    "Do not change the formula until the held-out report is published and the reason for any revision is recorded."
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      "season": 2025,
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      "season": 2025,
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    }
  ],
  "violations": []
}
