{"id":"W1977527028","doi":"10.1167/14.12.10","title":"What causes the facing-the-viewer bias in biological motion?","year":2014,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; Queen's University","funders":"","keywords":"Biological motion; Perception; Orientation (vector space); Computer vision; Psychology; Motion (physics); Convexity; Artificial intelligence; Cognitive psychology; Mathematics; Computer science; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.001327621,0.00006010922,0.0001121026,0.00007283869,0.00009178322,0.00006982522,0.0001440701,0.00007434205,0.0008231081],"category_scores_gemma":[0.0004430676,0.00002703545,0.0000617512,0.0001840933,0.00004281275,0.0002720076,0.00001659128,0.0002221773,0.0001138017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003200975,"about_ca_system_score_gemma":0.000009788646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007033869,"about_ca_topic_score_gemma":0.00001256728,"domain_scores_codex":[0.9988293,0.0004715945,0.0003699934,0.0000734268,0.0001680015,0.00008770546],"domain_scores_gemma":[0.9990517,0.0002983213,0.0003065168,0.0001407655,0.0001757351,0.00002692558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003809907,0.0009865256,0.3558705,0.00001552924,0.0001121686,0.00002477993,0.01160674,0.003050369,0.003189748,0.02106463,0.1023458,0.5013523],"study_design_scores_gemma":[0.0005593647,0.0002559906,0.8609589,0.00005610939,0.000007410548,0.00005960706,0.001638305,0.000702771,0.00005555519,0.001206566,0.1344438,0.00005564326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714853,0.0004409387,0.01144794,0.01320779,0.002722445,0.00009337912,2.791245e-7,0.000008775776,0.0005931202],"genre_scores_gemma":[0.9968503,0.0002830017,0.00004003143,0.002104616,0.0002803042,0.000001376301,0.00000127378,0.000004706652,0.0004344078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5050884,"threshold_uncertainty_score":0.9012457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066218408631776,"score_gpt":0.382861957460847,"score_spread":0.2762401165976694,"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."}}