{ "encoder": "gearnet", "family": "registry", "target": "gearnet", "weights": "random", "rule": "final invariant node states of the wrapper, masked mean over valid residues", "env": "base", "seed": 20260919, "weights_sha256": "c0af89eafe340139", "n_parameters": 6641408, "task": "ec_classification", "date": "2026-09-20 11:50", "seconds": 35.9, "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": 512, "nan_values": 0, "all_zero_rows": 0, "distinct_rows": 10490, "numerical_rank": 511, "max_abs": 2.4912447929382324 }, "input_audit": { "rel_change_jitter_1A": 0.05966170943530161, "rel_change_coord_swap": 0.0903857713791805, "rel_change_seq_shuffle": 0.2058370455057908, "rel_change_rigid_motion": 0.0, "verdict": "pass" } }