{"id":"W46992670","doi":"","title":"Preference for Abstract Art According to Thinking Styles and Personality","year":2013,"lang":"en","type":"article","venue":"North American journal of psychology","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Painting; Psychology; Popularity; Style (visual arts); Taste; Pollock; Relation (database); Preference; Personality; Aesthetics; Social psychology; Visual arts; Art; Art history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002093335,0.00009279603,0.0002511968,0.0001337493,0.00009803401,0.00004664611,0.0002282907,0.00001842475,0.0001999259],"category_scores_gemma":[0.0001919449,0.00007323169,0.00008695,0.000216833,0.0001970604,0.0001424948,0.0000206981,0.0001611538,0.00004920486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001298908,"about_ca_system_score_gemma":0.0000199059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001481602,"about_ca_topic_score_gemma":0.00002076387,"domain_scores_codex":[0.9990752,0.00006722998,0.000289501,0.00020799,0.0001612825,0.0001988181],"domain_scores_gemma":[0.999208,0.0000800751,0.0003247299,0.0001156937,0.00009254529,0.0001789921],"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":[0.0001859544,0.0001637774,0.2525648,0.00001007609,0.00001755741,0.00001337765,0.001832388,0.00006357626,0.04877172,0.0001850051,0.003584084,0.6926077],"study_design_scores_gemma":[0.0003990279,0.0009361957,0.9910676,0.00001782986,0.0000274244,0.0002830802,0.001537903,0.00007577284,0.0001441269,0.0005431576,0.004796923,0.0001709848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869791,0.000007211216,0.008189139,0.0038448,0.00006679403,0.00008619267,0.000004068273,0.00000907496,0.0008135872],"genre_scores_gemma":[0.9905995,0.00005124697,0.003123374,0.006069919,0.00007851912,0.000006137439,3.481107e-7,0.00000747368,0.00006346989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7385028,"threshold_uncertainty_score":0.2986301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07491143604613659,"score_gpt":0.350893788011974,"score_spread":0.2759823519658374,"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."}}