{"id":"W4402904684","doi":"10.1167/jov.24.10.727","title":"Art has no gender, only gender bias","year":2024,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Gender bias; Psychology; Gender studies; Sociology; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002666956,0.000276579,0.0003656449,0.0003933006,0.0009378166,0.001884666,0.0002594319,0.0004324865,0.01127154],"category_scores_gemma":[0.012237,0.0002354057,0.0002893804,0.000286184,0.002820419,0.001584724,0.0009959281,0.0004397746,0.0009733397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005765029,"about_ca_system_score_gemma":0.0003588659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009463153,"about_ca_topic_score_gemma":0.001788292,"domain_scores_codex":[0.9976217,0.0005554266,0.0001275415,0.000557959,0.001003376,0.0001340602],"domain_scores_gemma":[0.9955888,0.001945861,0.0009518269,0.0007485495,0.0004934341,0.0002714904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002858631,0.0005451801,0.5143876,0.001317721,0.0003574649,0.0009563547,0.05979093,0.0004636181,0.09043343,0.06344672,0.007073031,0.2583692],"study_design_scores_gemma":[0.0001352163,0.001244649,0.8580557,0.0005067851,0.0002702734,0.003955875,0.0242643,0.0008206998,0.01815888,0.0327935,0.05968741,0.0001066934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9047668,0.001109667,0.004163207,0.001056554,0.0002124156,0.00007479535,0.000148195,0.00003740954,0.08843099],"genre_scores_gemma":[0.9947369,0.0001792828,0.0006551308,0.0003246921,0.00003988735,0.00003172984,0.00003242874,0.00001677674,0.003983297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127154,"threshold_uncertainty_score":0.03770703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235074372391031,"score_gpt":0.3210181882408316,"score_spread":0.1975107510017285,"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."}}