{
 "pooled": {
  "A-s0": {
   "chunk_mae": 7.7966,
   "first_mae": 3.9422,
   "pred_key": "pred:bijou@40000"
  },
  "A-s1": {
   "chunk_mae": 7.8052,
   "first_mae": 4.1118,
   "pred_key": "pred:bijou@40000"
  },
  "A-s2": {
   "chunk_mae": 7.7355,
   "first_mae": 3.9377,
   "pred_key": "pred:bijou@40000"
  },
  "B": {
   "chunk_mae": 8.2989,
   "first_mae": 3.5009,
   "pred_key": "pred:bijou@40000"
  }
 },
 "primary_B_minus_As0": {
  "mean": 0.46215,
  "median": 0.0,
  "ci95": [
   0.38683,
   0.53744
  ],
  "b_win_rate": 0.4945,
  "n_frames": 17204
 },
 "pairwise_replicates": {
  "A-s0~A-s1": {
   "mean": 0.00707,
   "abs_mean": 0.00707,
   "pooled_abs_dchunk": 0.0086
  },
  "A-s0~A-s2": {
   "mean": -0.05434,
   "abs_mean": 0.05434,
   "pooled_abs_dchunk": 0.0611
  },
  "A-s1~A-s2": {
   "mean": -0.06141,
   "abs_mean": 0.06141,
   "pooled_abs_dchunk": 0.0697
  }
 },
 "E5_noise_floor": {
  "max_pooled_pairwise_abs_dchunk": 0.0697,
  "soft_expectation_le": 0.2,
  "headline_if_gt": 0.3,
  "verdict": "within soft expectation"
 },
 "finalization_amendments": {
  "replicate_chunk_maes": [
   7.7966,
   7.8052,
   7.7355
  ],
  "replicate_first_maes": [
   3.9422,
   4.1118,
   3.9377
  ],
  "sigma_seed_chunk": 0.038,
  "sigma_seed_first": 0.09924,
  "e4b_adopt_band": 0.15,
  "e4b_adopt_band_rule": "max(3*sigma_seed, 0.15) below AR anchor 5.8026"
 },
 "decision": {
  "effect_abs": 0.46215,
  "threshold_max_pairwise_replicate": 0.06141,
  "exceeds_threshold": true,
  "repo_coherent": true,
  "most_influential_repos": [
   {
    "repo": "dopaul/1500_chess_moves",
    "n_excl": 600,
    "mean_without": 0.43481
   },
   {
    "repo": "akira-sasaki/akabeko_instruct_v2",
    "n_excl": 136,
    "mean_without": 0.4429
   },
   {
    "repo": "charleyong/so100_tic_tac_toe_autoend",
    "n_excl": 72,
    "mean_without": 0.47939
   },
   {
    "repo": "akira-sasaki/akabeko_instruct_v1",
    "n_excl": 120,
    "mean_without": 0.44738
   },
   {
    "repo": "dopaul/game_v7",
    "n_excl": 68,
    "mean_without": 0.44757
   }
  ],
  "verdict": "REAL: aux-off WORSE \u2014 aux supervision helps actions (representation shaping)"
 }
}