{
 "encoder": "mace",
 "family": "registry",
 "target": "mace",
 "weights": "random",
 "rule": "final invariant node states of the wrapper, masked mean over valid residues",
 "env": "base",
 "seed": 20260919,
 "weights_sha256": "e8e9d6fd9722cc4e",
 "n_parameters": 584064,
 "task": "ec_classification",
 "date": "2026-09-20 11:50",
 "seconds": 24.1,
 "pooling": "masked mean over all residues of the chain",
 "manifest": "manifest/ec_classification.csv",
 "rows": "stage1 == 1",
 "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
 "n_per_split": {
  "test": 3000,
  "train": 6000,
  "valid": 1500
 },
 "health": {
  "n_rows": 10500,
  "dim": 128,
  "nan_values": 0,
  "all_zero_rows": 0,
  "distinct_rows": 10495,
  "numerical_rank": 127,
  "max_abs": 1.0684669017791748
 },
 "input_audit": {
  "rel_change_jitter_1A": 0.014915865242322838,
  "rel_change_coord_swap": 0.05683945173750876,
  "rel_change_seq_shuffle": 0.0523291422188011,
  "rel_change_rigid_motion": 1.3602486243731065e-07,
  "verdict": "pass"
 }
}