processed/covtoken/gate2_metrics.json

{
  "modality": "LIDC-IDRI",
  "layer": 3,
  "ratios": [
    0.1,
    0.25,
    0.5,
    0.75
  ],
  "rankme": {
    "rho": 0.4801084976606395,
    "p": 0.0,
    "n": 9520
  },
  "coding_rate": {
    "rho": 0.47845406735629287,
    "p": 0.0,
    "n": 9520
  },
  "energy": {
    "rho": 0.46060506688149744,
    "p": 0.0,
    "n": 9520
  },
  "saliency_baseline": {
    "rho": 0.4788431603133213,
    "p": 0.0,
    "n": 9520
  },
  "per_ratio_mean": {
    "0.1": {
      "delta_C_rankme": 0.3873814029853885,
      "delta_C_coding": 1.1582819321576288,
      "delta_C_energy": 5620.99916458771,
      "sens_drop": 0.08685540883019874
    },
    "0.25": {
      "delta_C_rankme": 1.136182490116408,
      "delta_C_coding": 3.480972899108374,
      "delta_C_energy": 13771.062166819853,
      "sens_drop": 0.18350040016006403
    },
    "0.5": {
      "delta_C_rankme": 3.586405459972991,
      "delta_C_coding": 11.977112572934447,
      "delta_C_energy": 27546.49746175814,
      "sens_drop": 0.39065059357076165
    },
    "0.75": {
      "delta_C_rankme": 13.195905063532981,
      "delta_C_coding": 67.39154983648733,
      "delta_C_energy": 41328.6012424501,
      "sens_drop": 0.585641256502601
    }
  },
  "elapsed_s": 905.2,
  "best_coverage": "rankme",
  "monotone": true,
  "coverage_vs_saliency_coupling": {
    "diff": 0.0012653373473182072,
    "ci95": [
      -0.00460982401636711,
      0.007292718062784373
    ],
    "excludes_0": false
  },
  "guard_not_blind": true,
  "status": "FAIL",
  "decision_rule": "PASS iff (coverage coupling - saliency coupling) > 0 with bootstrap CI excluding 0 (data-driven baseline bar), AND the not-blind guard holds (p<0.001, monotone). No fixed numeric rho bar."
}