{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00107197,0.0002508472,0.000207783,0.0004480806,0.0002899847,0.0007459539,0.0001860515,0.0002770796,0.002273943],"category_scores_gemma":[0.004354864,0.0001074448,0.0002839126,0.0003398261,0.0002805788,0.0003154763,0.0003857533,0.0003661355,0.0002307653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012643,"about_ca_system_score_gemma":0.0001274699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100732,"about_ca_topic_score_gemma":0.001397003,"domain_scores_codex":[0.9995062,0.0002107056,0.00003553003,0.00007576957,0.0001178161,0.00005395959],"domain_scores_gemma":[0.9964657,0.0014738,0.0009981552,0.0002349816,0.0002513427,0.0005759929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003687295,0.0001407023,0.985306,0.00002770238,0.00009870947,0.0001011491,0.0006969761,0.00007945111,0.002000117,0.00006754114,0.00007071105,0.01104213],"study_design_scores_gemma":[0.00000356083,0.0001779552,0.9987574,0.000005322157,0.00001097336,0.0001047448,0.000417248,0.0003116002,0.00007806277,0.00006137517,0.0000680823,0.000003734922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990432,0.00009818898,0.0001496395,0.00002338596,0.000004608057,0.000006145965,0.00003041335,0.00000196168,0.0006424136],"genre_scores_gemma":[0.9996705,0.00002638679,0.00009191644,0.000007579325,0.000002758265,0.00000256803,0.00002166006,6.873228e-7,0.0001760646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002273943,"threshold_uncertainty_score":0.007607102,"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."}}