{"id":"W2143482028","doi":"10.1016/j.visres.2012.09.008","title":"Perception of dynamic Glass patterns","year":2012,"lang":"en","type":"article","venue":"Vision Research","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Research Council Canada","keywords":"Perception; Motion (physics); Motion perception; Coherence (philosophical gambling strategy); Spiral (railway); Biological system; Optics; Computer science; Artificial intelligence; Physics; Mathematics; Psychology; Biology; Neuroscience; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001340123,0.00006935793,0.0000914415,0.000257522,0.0001993294,0.0000442994,0.0002328756,0.00007468673,0.002405462],"category_scores_gemma":[0.0003567004,0.00005686917,0.00004075979,0.0004384869,0.0001095729,0.0002691463,0.0001282427,0.0002684633,0.001108344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005126627,"about_ca_system_score_gemma":0.00002497188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001888314,"about_ca_topic_score_gemma":0.000001664737,"domain_scores_codex":[0.9979418,0.0004228691,0.0001624977,0.0002184048,0.0008521465,0.0004022987],"domain_scores_gemma":[0.999332,0.0001655042,0.00003547253,0.0002255065,0.0001001178,0.0001413641],"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":[0.00002132327,0.0001426197,0.0007086286,0.00003730616,3.377894e-7,6.162591e-7,0.0005662336,5.107275e-7,0.9296855,0.0005542488,0.0002939159,0.06798872],"study_design_scores_gemma":[0.001429613,0.001897513,0.2696736,0.000398416,0.000009075149,0.00005496013,0.00697595,0.02077604,0.6808878,0.004018119,0.01324005,0.0006388421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942266,0.00001304168,0.002239311,0.0002905808,0.0001978571,0.0001327109,0.000008327524,0.00004343439,0.002848151],"genre_scores_gemma":[0.997882,0.0000832122,0.0001867164,0.0001264964,0.0000574489,0.000009078005,0.000002891236,0.00001444068,0.001637705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.268965,"threshold_uncertainty_score":0.9996694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.165449667905932,"score_gpt":0.4854935781958328,"score_spread":0.3200439102899008,"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."}}