{ "holdout_proteins": 4000, "pairs": 120000, "results": { "raw embedding": { "spearman_vs_lin": 0.1675, "cos_mean": 0.5515, "cos_std": 0.0951 }, "encoder dense": { "spearman_vs_lin": 0.5299, "cos_mean": 0.1844, "cos_std": 0.1125 }, "encoder top-128": { "spearman_vs_lin": 0.4671, "cos_mean": 0.0862, "cos_std": 0.0653 } }, "validated_at": "2026-08-10T17:46:50Z" }