1{
  2  "bench_version": 1,
  3  "track": "tabular",
  4  "model": "mlp_tiny",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
  7  "baseline": {
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 48      {
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100    ],
101    "p_value": 1.0,
102    "mde": 0.0,
103    "mde_rel_pct": 0.0,
104    "verdict": "no measurable effect",
105    "system_worked": false
106  },
107  "idea_sweep": [
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110      {
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129  ],
130  "protocol_note": "Official bench tabular track; custom Langevin loop is the intervention.",
131  "mechanism_signature": {
132    "prediction": "observed unsafe frequency should not exceed certificate envelope",
133    "predicted_final_bound": 1.0,
134    "observed_mean_unsafe_frequency": 1.0,
135    "observed_post_stop_unsafe_frequency": 1.0,
136    "n_trained_models": 8,
137    "confirmed": true
138  }
139}