{"id":"W3172610417","doi":"10.1177/20592043211014014","title":"Musical Preference: Role of Personality and Music-Related Acoustic Features","year":2021,"lang":"en","type":"article","venue":"Music & Science","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Arts Research Board, McMaster University","keywords":"Conscientiousness; Extraversion and introversion; Psychology; Openness to experience; Personality; Preference; Big Five personality traits; Tonality; Neuroticism; Musical; Cognitive psychology; Music psychology; Social psychology; Music education","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":[],"consensus_categories":[],"category_scores_codex":[0.0005532014,0.0001931609,0.0002418829,0.0001574653,0.0005302789,0.0001754655,0.0005810179,0.00006443242,0.0005193848],"category_scores_gemma":[0.001625622,0.0001682033,0.00006858894,0.001983573,0.002703306,0.0006986971,0.0004216397,0.0002977788,0.00002657182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004868818,"about_ca_system_score_gemma":0.0004932837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006741213,"about_ca_topic_score_gemma":0.00007170188,"domain_scores_codex":[0.9968326,0.0001242043,0.0002925228,0.001169951,0.00103332,0.0005473961],"domain_scores_gemma":[0.9987766,0.0001623771,0.0001298484,0.0005269323,0.000162638,0.0002416775],"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":[0.000008202991,0.0001044691,0.0002421032,0.0000143783,6.125596e-7,0.00001686765,0.002389165,0.00002346451,0.9862403,0.0027959,0.0001626425,0.008001951],"study_design_scores_gemma":[0.0004616242,0.0001327138,0.4229972,0.00006492884,0.00002830981,0.0003664846,0.001214274,0.002294789,0.5676152,0.003520342,0.0009267753,0.0003773935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890335,0.00004225828,0.00005442355,0.0002100047,0.000618174,0.0001653771,0.00001667924,0.00006894414,0.009790624],"genre_scores_gemma":[0.9976932,0.0000354635,0.0001496856,0.001474919,0.00006313346,0.000009262475,0.000001152384,0.000009558741,0.0005635655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4227551,"threshold_uncertainty_score":0.9960444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05238601120883488,"score_gpt":0.2776035653879275,"score_spread":0.2252175541790926,"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."}}