{
  "temperature_scaling_stop_fit": {
    "category": {
      "temperature_T": 0.65,
      "cal_temp_scaled": {
        "n": 995,
        "fitted_on": "snap_wave13_r5_20261021T115351Z_bfb9dfb67b41_val_guarded"
      }
    },
    "lang": {
      "temperature_T": 0.7,
      "cal_temp_scaled": {
        "n": 368,
        "fitted_on": "snap_wave13_r5_20261021T115351Z_bfb9dfb67b41_val_guarded"
      }
    },
    "owner_scope": {
      "temperature_T": 0.55,
      "cal_temp_scaled": {
        "n": 995,
        "fitted_on": "snap_wave13_r5_20261021T115351Z_bfb9dfb67b41_val_guarded"
      }
    },
    "title_language": {
      "temperature_T": 0.95,
      "cal_temp_scaled": {
        "n": 566,
        "fitted_on": "snap_wave13_r5_20261021T115351Z_bfb9dfb67b41_val_guarded"
      }
    },
    "english_subs": {
      "temperature_T": 0.5,
      "cal_temp_scaled": {
        "n": 137,
        "fitted_on": "snap_wave13_r5_20261021T115351Z_bfb9dfb67b41_val_guarded"
      }
    },
    "anime": {
      "temperature_T": 0.9,
      "cal_temp_scaled": {
        "n": 243,
        "fitted_on": "snap_wave13_r5_20261021T115351Z_bfb9dfb67b41_val_guarded"
      }
    },
    "adult": {
      "temperature_T": 0.65,
      "cal_temp_scaled": {
        "n": 864,
        "fitted_on": "snapshot_wave5a_val"
      }
    },
    "junk": {
      "temperature_T": 0.65,
      "cal_temp_scaled": {
        "n": 864,
        "fitted_on": "snapshot_wave5a_val"
      }
    }
  },
  "menon_logit_adjustment_stop_fit": {
    "D80000": {
      "tau": 0.0
    },
    "D100000": {
      "tau": 0.0
    },
    "E100000_TC_v3": {
      "tau": 0.0
    },
    "E100000_TC_v4": {
      "tau": 0.0
    },
    "G250000_Unified": {
      "tau": 0.0
    },
    "G500000_Unified": {
      "tau": 0.0
    },
    "H350000_Curated_Wave2": {
      "tau": 0.0
    },
    "I350000_Distilled": {
      "tau": 0.0
    }
  },
  "mondrian_conformal_thresholds": {
    "owner_scope": {
      "alpha": 0.02,
      "threshold_r5clean": 0.52486
    }
  },
  "calibration_version": "v3.0-gold-mit3-final-guarded",
  "temperature_audit": {
    "category": {
      "n": 995,
      "nll_at_T1": 0.284156,
      "nll_at_best_T": 0.250881,
      "best_T_unclamped": 0.65,
      "shipped_T_guarded": 0.65,
      "ece5_at_T1_pct": 6.6104,
      "ece5_guarded_pct": 2.1656,
      "acc_pct": 91.4573
    },
    "lang": {
      "n": 368,
      "nll_at_T1": 0.308272,
      "nll_at_best_T": 0.289053,
      "best_T_unclamped": 0.7,
      "shipped_T_guarded": 0.7,
      "ece5_at_T1_pct": 6.9697,
      "ece5_guarded_pct": 3.2334,
      "acc_pct": 89.9457
    },
    "owner_scope": {
      "n": 995,
      "nll_at_T1": 0.042003,
      "nll_at_best_T": 0.027084,
      "best_T_unclamped": 0.55,
      "shipped_T_guarded": 0.55,
      "ece5_at_T1_pct": 2.1499,
      "ece5_guarded_pct": 0.202,
      "acc_pct": 98.995
    },
    "title_language": {
      "n": 566,
      "nll_at_T1": 0.137678,
      "nll_at_best_T": 0.13748,
      "best_T_unclamped": 0.95,
      "shipped_T_guarded": 0.95,
      "ece5_at_T1_pct": 1.0472,
      "ece5_guarded_pct": 0.7014,
      "acc_pct": 95.4064
    },
    "english_subs": {
      "n": 137,
      "nll_at_T1": 0.189409,
      "nll_at_best_T": 0.132055,
      "best_T_unclamped": 0.5,
      "shipped_T_guarded": 0.5,
      "ece5_at_T1_pct": 9.9213,
      "ece5_guarded_pct": 2.5349,
      "acc_pct": 96.3504
    },
    "anime": {
      "n": 243,
      "nll_at_T1": 0.391146,
      "nll_at_best_T": 0.389958,
      "best_T_unclamped": 0.9,
      "shipped_T_guarded": 0.9,
      "ece5_at_T1_pct": 3.8909,
      "ece5_guarded_pct": 2.9506,
      "acc_pct": 84.7737
    },
    "adult": {
      "inherited": true,
      "reason": "no Gold-val label support; retained wave5a fit"
    },
    "junk": {
      "inherited": true,
      "reason": "no Gold-val label support; retained wave5a fit"
    }
  },
  "mondrian_thresholds": {
    "adult": 0.5451,
    "junk": 0.101,
    "owner_scope": 0.477
  },
  "mondrian_audit": {
    "owner_scope": {
      "alpha": 0.02,
      "n_neg": 256,
      "n_pos": 739,
      "val_fpr_at_thr": 0.015625,
      "val_recall_at_thr": 0.994587,
      "method": "split-conformal FPR quantile ceil((n+1)(1-alpha)) on val negatives, temperature-scaled probs"
    }
  },
  "fitted_snapshot_id": "snap_wave13_r5_20261021T115351Z_bfb9dfb67b41",
  "calibrated_onnx_fp32_sha256": "6459a20d7bf45d46d59efbcb50ffb8a519bacda14ae36403dcc510eceaa38f44",
  "mondrian_fitted_calibration_split": {
    "adult": 0.799935,
    "junk": 0.259358,
    "owner_scope": 0.944382,
    "method": "split-conformal FPR quantile on packed calibration split (512), temperature-scaled; NOT shipped as gates (recall cost on confirmation) - see mondrian_refit_report"
  },
  "mondrian_provenance": "Inherited production gates retained for v3.0.0 (higher adult/owner recall on confirmation splits than calibration-fitted FPR gates; fitted alternates recorded for operators).",
  "calibrated_onnx_int8_sha256": "a0dab886be6252739d4c89ce01d65d8d2135204beaec6b00159d038cf420f329"
}