{"id":"W2747700891","doi":"10.1177/2041669517725758","title":"Searching for Radial Symmetry","year":2017,"lang":"en","type":"article","venue":"i-Perception","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Symmetry (geometry); Rotational symmetry; Symmetry in biology; Mirror symmetry; Global symmetry; Physics; Theoretical physics; Computer science; Artificial intelligence; Geometry; Mathematics; Symmetry breaking; Spontaneous symmetry breaking; Mathematical analysis; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003055133,0.0001056433,0.0001041892,0.00007486789,0.001377419,0.0004286507,0.0003433387,0.00008208075,0.0003685227],"category_scores_gemma":[0.0006302346,0.0001000548,0.00007787596,0.00003963996,0.00009863152,0.0004795481,0.00005386561,0.0001356095,0.0004706399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004908324,"about_ca_system_score_gemma":0.00002628716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002360364,"about_ca_topic_score_gemma":0.00000606852,"domain_scores_codex":[0.999006,0.00006029149,0.0001288771,0.0003417712,0.0002098794,0.0002531723],"domain_scores_gemma":[0.9994077,0.00005564238,0.00009064921,0.0003263086,0.00002877802,0.00009091078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000385906,0.00002672926,0.00004623597,0.0000198596,6.625208e-7,9.767552e-7,0.0004620611,0.00000302429,0.8154019,0.003528014,0.000371942,0.1801],"study_design_scores_gemma":[0.009153813,0.00209662,0.1355526,0.0004302684,0.0001077318,0.0001943275,0.002823204,0.103,0.5025408,0.1331695,0.1081804,0.002750807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531491,0.000002252472,0.03052705,0.00117877,0.001128196,0.0003292233,0.00001542673,0.0001757836,0.01349423],"genre_scores_gemma":[0.9942746,0.00001614429,0.002019134,0.001048887,0.0005573424,0.00003000457,0.000005615166,0.00002255141,0.002025748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3128612,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126971820094558,"score_gpt":0.4008164834832392,"score_spread":0.2738446633886812,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}