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      "overall_recovery": 0.9993055555555556,
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    {
      "model": "sage",
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      "withheld": 1425,
      "direct_correct": 15,
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      "overall_recovery": 0.9826388888888888,
      "withheld_recovery": 0.9824561403508771
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    {
      "model": "d1",
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      "withheld": 878,
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      "overall_recovery": 0.9388888888888889,
      "withheld_recovery": 0.9191343963553531
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    {
      "model": "mercury_decide",
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      "overall_recovery": 0.9951388888888889,
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  "sample": {
    "test_worlds": 288,
    "test_pairs": 144,
    "bootstrap_resamples": 2000
  },
  "notes": {
    "primary": "Validation-selected, fixed-fit decoders. Source-family-clustered bootstrap intervals.",
    "defenses": "Defense-adapted decoders include workflow-signature features. All baselines use the same defense-audit protocol. Gaussian outcomes average three fixed realizations per world."
  }
}