{
 "schema": "benchmark_slice/v1",
 "policy": "train/val/test seeds chosen by a MODEL-INDEPENDENT physical quality score (resolution k_maxη, stationarity |K_drift|, isotropy A10, and dt-splice count); train=best 3, val=next 1, test=next 3; disjoint; full seed set still shipped. 3 test seeds because eval samples at a full decorrelation time (~3.3 T_L), which leaves ~3 independent windows per seed. This file is GENERATED — regenerate with make_benchmark_slice.py rather than hand-editing it.",
 "weights": {
  "w_res": 1.0,
  "w_drift": 1.0,
  "w_iso": 1.0,
  "w_splice": 1.0,
  "w_frames": 1.0
 },
 "slice_train_seeds": 3,
 "target_frames": 150,
 "ood_holdout": [
  "stratified_reb40_256_fp64",
  "ou_relam90_256_fp64"
 ],
 "per_config": {
  "ou_relam90_256_fp64": {
   "role": "ood_test+in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "K_drift",
    "frames",
    "k_maxeta",
    "splice"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     11,
     0,
     6
    ]
   },
   "val": {
    "seeds": [
     4
    ]
   },
   "test": {
    "seeds": [
     1,
     2,
     8,
     3,
     10,
     9,
     7
    ]
   },
   "ranked": [
    {
     "seed": 11,
     "q": 4.9535,
     "frames": 250
    },
    {
     "seed": 0,
     "q": 4.5225,
     "frames": 250
    },
    {
     "seed": 6,
     "q": 2.0784,
     "frames": 211
    },
    {
     "seed": 4,
     "q": 0.7464,
     "frames": 218
    },
    {
     "seed": 1,
     "q": 0.5742,
     "frames": 229
    },
    {
     "seed": 2,
     "q": -0.3622,
     "frames": 198
    },
    {
     "seed": 8,
     "q": -0.8142,
     "frames": 209
    },
    {
     "seed": 3,
     "q": -1.0275,
     "frames": 207
    },
    {
     "seed": 10,
     "q": -2.0504,
     "frames": 172
    },
    {
     "seed": 9,
     "q": -2.3014,
     "frames": 182
    },
    {
     "seed": 7,
     "q": -6.3193,
     "frames": 154
    }
   ],
   "n_full_frame_seeds": 11,
   "disjoint_ok": true,
   "_amendment_20260717": "旗舰 in-dist 列加入(用户裁定): OOD 测试集由全席缩为余席(修改在 G1 任何评测之前, 零已测数字作废); in-dist 与 OOD 共用 test 种子; in-dist ckpt 不进 OOD 行。"
  },
  "ou_relam70_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     12,
     2,
     0
    ]
   },
   "val": {
    "seeds": [
     7
    ]
   },
   "test": {
    "seeds": [
     1,
     3,
     5
    ]
   },
   "ranked": [
    {
     "seed": 12,
     "q": 1.5043,
     "frames": 151
    },
    {
     "seed": 2,
     "q": 1.2865,
     "frames": 151
    },
    {
     "seed": 0,
     "q": 0.913,
     "frames": 151
    },
    {
     "seed": 7,
     "q": 0.8612,
     "frames": 151
    },
    {
     "seed": 1,
     "q": 0.8009,
     "frames": 151
    },
    {
     "seed": 3,
     "q": 0.6471,
     "frames": 151
    },
    {
     "seed": 5,
     "q": 0.3411,
     "frames": 151
    },
    {
     "seed": 9,
     "q": 0.2655,
     "frames": 151
    },
    {
     "seed": 8,
     "q": 0.1065,
     "frames": 151
    },
    {
     "seed": 13,
     "q": -0.0597,
     "frames": 151
    },
    {
     "seed": 6,
     "q": -0.1632,
     "frames": 151
    },
    {
     "seed": 11,
     "q": -0.6429,
     "frames": 151
    },
    {
     "seed": 15,
     "q": -1.0684,
     "frames": 151
    },
    {
     "seed": 4,
     "q": -1.518,
     "frames": 151
    },
    {
     "seed": 14,
     "q": -1.6305,
     "frames": 151
    },
    {
     "seed": 10,
     "q": -1.6434,
     "frames": 151
    }
   ],
   "n_full_frame_seeds": 16,
   "disjoint_ok": true
  },
  "ou_relam50_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "K_drift",
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     2,
     6,
     1
    ]
   },
   "val": {
    "seeds": [
     8
    ]
   },
   "test": {
    "seeds": [
     9,
     3,
     10
    ]
   },
   "ranked": [
    {
     "seed": 2,
     "q": 2.3808,
     "frames": 150
    },
    {
     "seed": 6,
     "q": 1.7829,
     "frames": 150
    },
    {
     "seed": 1,
     "q": 1.7811,
     "frames": 150
    },
    {
     "seed": 8,
     "q": 1.1945,
     "frames": 150
    },
    {
     "seed": 9,
     "q": 0.3865,
     "frames": 150
    },
    {
     "seed": 3,
     "q": -0.5655,
     "frames": 150
    },
    {
     "seed": 10,
     "q": -0.643,
     "frames": 150
    },
    {
     "seed": 5,
     "q": -0.8027,
     "frames": 150
    },
    {
     "seed": 7,
     "q": -2.3718,
     "frames": 150
    },
    {
     "seed": 4,
     "q": -3.1426,
     "frames": 150
    }
   ],
   "n_full_frame_seeds": 10,
   "disjoint_ok": true
  },
  "helical_re86_retune2_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "K_drift",
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     0,
     1,
     4
    ]
   },
   "val": {
    "seeds": [
     3
    ]
   },
   "test": {
    "seeds": [
     2,
     5,
     6
    ]
   },
   "ranked": [
    {
     "seed": 0,
     "q": 2.2872,
     "frames": 150
    },
    {
     "seed": 1,
     "q": 1.7602,
     "frames": 150
    },
    {
     "seed": 4,
     "q": 1.0569,
     "frames": 150
    },
    {
     "seed": 3,
     "q": 0.7825,
     "frames": 150
    },
    {
     "seed": 2,
     "q": 0.4177,
     "frames": 150
    },
    {
     "seed": 5,
     "q": -1.2907,
     "frames": 150
    },
    {
     "seed": 6,
     "q": -1.9019,
     "frames": 150
    },
    {
     "seed": 7,
     "q": -3.1119,
     "frames": 150
    }
   ],
   "n_full_frame_seeds": 8,
   "disjoint_ok": true
  },
  "ou_robust_tau1_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "K_drift",
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     0,
     7,
     3
    ]
   },
   "val": {
    "seeds": [
     4
    ]
   },
   "test": {
    "seeds": [
     2,
     9,
     5
    ]
   },
   "ranked": [
    {
     "seed": 0,
     "q": 4.3237,
     "frames": 150
    },
    {
     "seed": 7,
     "q": 0.9941,
     "frames": 150
    },
    {
     "seed": 3,
     "q": 0.5941,
     "frames": 150
    },
    {
     "seed": 4,
     "q": 0.4052,
     "frames": 150
    },
    {
     "seed": 2,
     "q": -0.4044,
     "frames": 150
    },
    {
     "seed": 9,
     "q": -0.4635,
     "frames": 150
    },
    {
     "seed": 5,
     "q": -1.0066,
     "frames": 150
    },
    {
     "seed": 8,
     "q": -1.1605,
     "frames": 150
    },
    {
     "seed": 1,
     "q": -1.4692,
     "frames": 150
    },
    {
     "seed": 6,
     "q": -1.813,
     "frames": 150
    }
   ],
   "n_full_frame_seeds": 10,
   "disjoint_ok": true
  },
  "ou_robust_kf4_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "K_drift",
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     0,
     4,
     6
    ]
   },
   "val": {
    "seeds": [
     7
    ]
   },
   "test": {
    "seeds": [
     2,
     1,
     3
    ]
   },
   "ranked": [
    {
     "seed": 0,
     "q": 1.7894,
     "frames": 150
    },
    {
     "seed": 4,
     "q": 1.3362,
     "frames": 150
    },
    {
     "seed": 6,
     "q": 1.1528,
     "frames": 150
    },
    {
     "seed": 7,
     "q": 0.6886,
     "frames": 150
    },
    {
     "seed": 2,
     "q": -0.1479,
     "frames": 150
    },
    {
     "seed": 1,
     "q": -0.1652,
     "frames": 150
    },
    {
     "seed": 3,
     "q": -2.0119,
     "frames": 150
    },
    {
     "seed": 5,
     "q": -2.642,
     "frames": 150
    }
   ],
   "n_full_frame_seeds": 8,
   "disjoint_ok": true
  },
  "ou_robust_kf3_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "K_drift",
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     6,
     0,
     1
    ]
   },
   "val": {
    "seeds": [
     2
    ]
   },
   "test": {
    "seeds": [
     7,
     3,
     4
    ]
   },
   "ranked": [
    {
     "seed": 6,
     "q": 2.4361,
     "frames": 150
    },
    {
     "seed": 0,
     "q": 1.5129,
     "frames": 150
    },
    {
     "seed": 1,
     "q": 1.4658,
     "frames": 150
    },
    {
     "seed": 2,
     "q": 0.4757,
     "frames": 150
    },
    {
     "seed": 7,
     "q": -1.0218,
     "frames": 150
    },
    {
     "seed": 3,
     "q": -1.2061,
     "frames": 150
    },
    {
     "seed": 4,
     "q": -1.3254,
     "frames": 150
    },
    {
     "seed": 5,
     "q": -2.3372,
     "frames": 150
    }
   ],
   "n_full_frame_seeds": 8,
   "disjoint_ok": true
  },
  "decay_hotstart_re86": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     7,
     0,
     1
    ]
   },
   "val": {
    "seeds": [
     4
    ]
   },
   "test": {
    "seeds": [
     6,
     2,
     3
    ]
   },
   "ranked": [
    {
     "seed": 7,
     "q": 1.748,
     "frames": 50
    },
    {
     "seed": 0,
     "q": 1.1131,
     "frames": 50
    },
    {
     "seed": 1,
     "q": 0.2545,
     "frames": 50
    },
    {
     "seed": 4,
     "q": 0.1438,
     "frames": 50
    },
    {
     "seed": 6,
     "q": -0.2721,
     "frames": 50
    },
    {
     "seed": 2,
     "q": -0.3796,
     "frames": 50
    },
    {
     "seed": 3,
     "q": -1.2726,
     "frames": 50
    },
    {
     "seed": 5,
     "q": -1.3351,
     "frames": 50
    }
   ],
   "n_full_frame_seeds": 0,
   "disjoint_ok": true
  },
  "decay_saffman_v2": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "K_drift",
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     7,
     3,
     2
    ]
   },
   "val": {
    "seeds": [
     0
    ]
   },
   "test": {
    "seeds": [
     6,
     4,
     1
    ]
   },
   "ranked": [
    {
     "seed": 7,
     "q": 1.7114,
     "frames": 50
    },
    {
     "seed": 3,
     "q": 0.8437,
     "frames": 50
    },
    {
     "seed": 2,
     "q": 0.5588,
     "frames": 50
    },
    {
     "seed": 0,
     "q": 0.4958,
     "frames": 50
    },
    {
     "seed": 6,
     "q": 0.4818,
     "frames": 50
    },
    {
     "seed": 4,
     "q": -1.2619,
     "frames": 50
    },
    {
     "seed": 1,
     "q": -1.3661,
     "frames": 50
    },
    {
     "seed": 5,
     "q": -1.4636,
     "frames": 50
    }
   ],
   "n_full_frame_seeds": 0,
   "disjoint_ok": true
  },
  "decay_batchelor_v2": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "K_drift",
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     7,
     0,
     1
    ]
   },
   "val": {
    "seeds": [
     2
    ]
   },
   "test": {
    "seeds": [
     4,
     5,
     6
    ]
   },
   "ranked": [
    {
     "seed": 7,
     "q": 0.5835,
     "frames": 50
    },
    {
     "seed": 0,
     "q": 0.4913,
     "frames": 50
    },
    {
     "seed": 1,
     "q": 0.4404,
     "frames": 50
    },
    {
     "seed": 2,
     "q": 0.3484,
     "frames": 50
    },
    {
     "seed": 4,
     "q": -0.45,
     "frames": 50
    },
    {
     "seed": 5,
     "q": -0.4629,
     "frames": 50
    },
    {
     "seed": 6,
     "q": -0.4682,
     "frames": 50
    },
    {
     "seed": 3,
     "q": -0.4825,
     "frames": 50
    }
   ],
   "n_full_frame_seeds": 0,
   "disjoint_ok": true
  },
  "abc_turb_full_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "K_drift",
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     2,
     0,
     4
    ]
   },
   "val": {
    "seeds": [
     1
    ]
   },
   "test": {
    "seeds": [
     5,
     3,
     7
    ]
   },
   "ranked": [
    {
     "seed": 2,
     "q": 3.0771,
     "frames": 50
    },
    {
     "seed": 0,
     "q": 2.2247,
     "frames": 50
    },
    {
     "seed": 4,
     "q": 1.1869,
     "frames": 50
    },
    {
     "seed": 1,
     "q": 0.863,
     "frames": 50
    },
    {
     "seed": 5,
     "q": -0.9601,
     "frames": 50
    },
    {
     "seed": 3,
     "q": -1.6542,
     "frames": 50
    },
    {
     "seed": 7,
     "q": -2.3523,
     "frames": 50
    },
    {
     "seed": 6,
     "q": -2.3851,
     "frames": 50
    }
   ],
   "n_full_frame_seeds": 0,
   "disjoint_ok": true
  },
  "rotating_ro0p2_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     6,
     3,
     8
    ]
   },
   "val": {
    "seeds": [
     4
    ]
   },
   "test": {
    "seeds": [
     2,
     5,
     1
    ]
   },
   "ranked": [
    {
     "seed": 6,
     "q": 1.3734,
     "frames": 150
    },
    {
     "seed": 3,
     "q": 0.7782,
     "frames": 150
    },
    {
     "seed": 8,
     "q": 0.7564,
     "frames": 150
    },
    {
     "seed": 4,
     "q": 0.532,
     "frames": 150
    },
    {
     "seed": 2,
     "q": -0.0843,
     "frames": 150
    },
    {
     "seed": 5,
     "q": -0.4373,
     "frames": 150
    },
    {
     "seed": 1,
     "q": -1.1462,
     "frames": 150
    },
    {
     "seed": 7,
     "q": -1.7722,
     "frames": 150
    }
   ],
   "n_full_frame_seeds": 8,
   "disjoint_ok": true
  },
  "rotating_ro0p2_v2_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "k_maxeta",
    "splice"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     2,
     1,
     0
    ]
   },
   "val": {
    "seeds": [
     5
    ]
   },
   "test": {
    "seeds": [
     6,
     3,
     7
    ]
   },
   "ranked": [
    {
     "seed": 2,
     "q": 2.0934,
     "frames": 150
    },
    {
     "seed": 1,
     "q": 1.3142,
     "frames": 150
    },
    {
     "seed": 0,
     "q": 0.6732,
     "frames": 150
    },
    {
     "seed": 5,
     "q": 0.6185,
     "frames": 150
    },
    {
     "seed": 6,
     "q": 0.5911,
     "frames": 150
    },
    {
     "seed": 3,
     "q": -0.6017,
     "frames": 150
    },
    {
     "seed": 7,
     "q": -0.6081,
     "frames": 150
    },
    {
     "seed": 4,
     "q": -4.0806,
     "frames": 150
    }
   ],
   "n_full_frame_seeds": 8,
   "disjoint_ok": true
  },
  "scalar_sc1_256_fp64": {
   "role": "in_dist",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "frames",
    "k_maxeta",
    "splice"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "train": {
    "seeds": [
     1,
     0,
     2
    ]
   },
   "val": {
    "seeds": [
     8
    ]
   },
   "test": {
    "seeds": [
     4,
     3,
     5
    ]
   },
   "ranked": [
    {
     "seed": 1,
     "q": 3.107,
     "frames": 150
    },
    {
     "seed": 0,
     "q": 2.6136,
     "frames": 150
    },
    {
     "seed": 2,
     "q": 1.251,
     "frames": 140
    },
    {
     "seed": 8,
     "q": 1.0117,
     "frames": 150
    },
    {
     "seed": 4,
     "q": -0.4785,
     "frames": 150
    },
    {
     "seed": 3,
     "q": -1.1856,
     "frames": 143
    },
    {
     "seed": 5,
     "q": -1.798,
     "frames": 102
    },
    {
     "seed": 7,
     "q": -4.5213,
     "frames": 104
    }
   ],
   "n_full_frame_seeds": 4,
   "disjoint_ok": true
  },
  "stratified_reb40_256_fp64": {
   "role": "ood_test",
   "quality_formula": "w_res*z(k_maxη)+w_drift*z(-|K_drift|)+w_iso*z(-A10cross)+w_splice*z(-n_dt_splices)+w_frames*z(frames) [NOTE: A10 term currently INACTIVE — per-seed A10 source not wired (a10_from_zarr logs pooled, not per-seed), so k_maxη + K_drift + splice-count are live. All terms are model-independent physical properties of the trajectory.]",
   "quality_terms_live": [
    "k_maxeta"
   ],
   "quality_note": "terms absent from quality_terms_live contributed z=0 to EVERY seed (input missing or identical across seeds) and did not affect the ranking; if the list is empty the order is just ascending seed#",
   "test": {
    "seeds": [
     1,
     0,
     2,
     3,
     6,
     4,
     7,
     5
    ]
   },
   "ranked": [
    {
     "seed": 1,
     "q": 1.5114,
     "frames": 150
    },
    {
     "seed": 0,
     "q": 0.8644,
     "frames": 150
    },
    {
     "seed": 2,
     "q": 0.5521,
     "frames": 150
    },
    {
     "seed": 3,
     "q": 0.392,
     "frames": 150
    },
    {
     "seed": 6,
     "q": 0.2596,
     "frames": 150
    },
    {
     "seed": 4,
     "q": -0.9475,
     "frames": 150
    },
    {
     "seed": 7,
     "q": -1.1149,
     "frames": 150
    },
    {
     "seed": 5,
     "q": -1.5171,
     "frames": 150
    }
   ],
   "n_full_frame_seeds": 8
  }
 }
}