{ "protocol": "Unary anchors, computed independently per modality; hidden pairs score anchor quality only. Lexicon-to-physics maps are frozen world knowledge, declared before evaluation.", "nodes": 5000, "anchors": { "color_histogram": { "informative_text_fraction": 0.818, "matched_mean": 0.4096606182992058, "shuffled_mean": 0.29379064507043284, "matched_minus_shuffled_z": 20.864018577857436 }, "chroma": { "true_pairing_spearman": 0.13936140845445633 }, "light": { "true_pairing_spearman": 0.07024794847391795 }, "size": { "true_pairing_spearman": 0.0021239990289599483 }, "numerals_vs_area": { "true_pairing_spearman": 0.04819725024789003 } }, "combined_unary": { "channels": [ "color", "chroma", "light", "size", "numerals_vs_area" ], "matched_mean": 0.11238861179672217, "grand_mean": -1.4522811397910117e-16, "true_z": 17.22028281449666, "retrieval_r@10": 0.0042, "retrieval_r@100": 0.0396, "median_rank": 1970.5, "chance_r@10": 0.002 } }