{
 "inputs": {
  "stage3_npz": "reports/eval__bijou_flow_artrunk_h1024_40k_ddp2__step_080000__panel_curated_v0_k4l2_top10tickets_heun30.npz",
  "stage3_draws_npz": "reports/eval__bijou_flow_artrunk_h1024_40k_ddp2__step_080000__panel_curated_v0_k4l2_top10tickets_heun30_draws.npz",
  "winner_npz": "reports/eval__bijou_flow_artrunk_h1024_40k_ddp2__step_080000__panel_curated_v0_k4l2_ticket33_heun30.npz",
  "banked_npz": "reports/eval__bijou_flow_artrunk_h1024_40k_ddp2__step_080000__panel_curated_v0_k4l2_stablekey_heun30.npz",
  "top10_tickets_sha256": "e537f4cde57b7d2b789f1a4e821fee3fc5ea21ee439913f3747d6d0401d36453",
  "policy": "pred:bijou@80000_draws10_ticket"
 },
 "rows": {
  "panel": 25800,
  "core": 17204,
  "kept": 17204
 },
 "r3": {
  "mean_of_top10_chunk": 5.1847,
  "banked_mean_of_10_chunk": 5.3645,
  "delta_pooled": -0.17976,
  "tie_band": 0.02,
  "verdict": "INTERESTING",
  "record_only": true,
  "first_mae": 1.3831,
  "banked_mean_of_10_first": 1.4242,
  "first_delta": -0.04109
 },
 "r4b": {
  "dispersion_source": "stage-3 top-10-ticket stack, valid-weighted std",
  "gain_definition": "per-frame chunk MAE, ticket33 minus banked stable-key (negative = winner wins), full-panel core rows",
  "quartiles": {
   "q1_tight": {
    "n": 4301,
    "dispersion": 0.8694,
    "winner_gain": -0.3492
   },
   "q2": {
    "n": 4301,
    "dispersion": 2.2708,
    "winner_gain": -0.7536
   },
   "q3": {
    "n": 4301,
    "dispersion": 3.4921,
    "winner_gain": -1.0924
   },
   "q4_dispersed": {
    "n": 4301,
    "dispersion": 6.2738,
    "winner_gain": -1.441
   }
  },
  "spearman_dispersion_vs_gain": -0.1545
 },
 "r4c_core_horizon": {
  "mean_of_top10": [
   1.3831,
   1.6421,
   1.8535,
   2.0778,
   2.2874,
   2.482,
   2.6714,
   2.8736,
   3.0592,
   3.2288,
   3.4271,
   3.5736,
   3.751,
   3.9211,
   4.0985,
   4.2538,
   4.4009,
   4.5584,
   4.6812,
   4.8091,
   4.9263,
   5.0539,
   5.1647,
   5.2897,
   5.4039,
   5.5247,
   5.6651,
   5.7826,
   5.9096,
   6.0381,
   6.1586,
   6.2819,
   6.4034,
   6.5295,
   6.6273,
   6.7444,
   6.8496,
   6.9366,
   7.0285,
   7.1379,
   7.2203,
   7.3181,
   7.4167,
   7.5129,
   7.604,
   7.6886,
   7.768,
   7.8649,
   7.9202,
   8.0152
  ],
  "winner": [
   1.8963,
   2.1749,
   2.2606,
   2.6327,
   2.8765,
   3.0155,
   3.1565,
   3.3019,
   3.5086,
   3.7701,
   3.9015,
   4.0936,
   4.2965,
   4.3665,
   4.6141,
   4.7546,
   4.7928,
   4.9506,
   5.1095,
   5.2015,
   5.2821,
   5.4384,
   5.5508,
   5.734,
   5.7828,
   5.9483,
   6.1391,
   6.1507,
   6.2325,
   6.4117,
   6.5848,
   6.6685,
   6.7935,
   6.8381,
   6.9617,
   7.1269,
   7.2082,
   7.4337,
   7.5606,
   7.6541,
   7.6924,
   7.9342,
   8.0101,
   8.0692,
   8.131,
   8.2155,
   8.2605,
   8.449,
   8.4082,
   8.5814
  ],
  "stablekey": [
   1.9355,
   2.2252,
   2.5059,
   2.7891,
   3.0737,
   3.3296,
   3.5782,
   3.8236,
   4.0615,
   4.2825,
   4.4998,
   4.7075,
   4.9086,
   5.1055,
   5.2892,
   5.4717,
   5.6487,
   5.8211,
   5.9876,
   6.1418,
   6.2982,
   6.4527,
   6.6055,
   6.761,
   6.9057,
   7.0501,
   7.1944,
   7.3471,
   7.4974,
   7.6395,
   7.7773,
   7.9155,
   8.05,
   8.1823,
   8.3145,
   8.4468,
   8.5663,
   8.6827,
   8.8143,
   8.939,
   9.0572,
   9.1838,
   9.2919,
   9.401,
   9.5178,
   9.6353,
   9.7447,
   9.8576,
   9.9378,
   10.0693
  ]
 }
}