{"id":"W4412837162","doi":"10.31219/osf.io/gf85k_v1","title":"Music Ensemble: a large dataset on musicianship, cognition, and personality in musicians and nonmusicians","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Innsbruck; Danmarks Grundforskningsfond; Durham University; Universiteit Leiden; National Research Foundation; Universiteit Maastricht; University of Sheffield; University of Edinburgh; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Vanderbilt University; Universitair Medisch Centrum Groningen; York University; Max-Planck-Gesellschaft; University of Minnesota","keywords":"Psychology; Personality; Cognition; Music psychology; Cognitive psychology; Music education; Social psychology; Pedagogy; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125119,0.000907573,0.0009940147,0.002481662,0.0005591239,0.001096334,0.00132345,0.001408235,0.007867809],"category_scores_gemma":[0.006366354,0.000267058,0.000702151,0.002984304,0.0002228802,0.0007105949,0.001965694,0.0008322483,0.006099345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005354984,"about_ca_system_score_gemma":0.0007603437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216462,"about_ca_topic_score_gemma":0.02390209,"domain_scores_codex":[0.9992367,0.0001502125,0.0001157195,0.0002178524,0.0001745121,0.0001051315],"domain_scores_gemma":[0.9974955,0.0005406038,0.0003821727,0.0005504546,0.0005978924,0.000433329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00220479,0.0005173834,0.3730706,0.001314998,0.0009721458,0.0008425593,0.001165519,0.001397003,0.00332509,0.00106233,0.5416365,0.07249119],"study_design_scores_gemma":[0.0004291714,0.000192982,0.7902341,0.0002430147,0.000208592,0.0007103047,0.000950689,0.001437158,0.000848474,0.001119492,0.203521,0.0001049331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1261906,0.0006671381,0.001485756,0.0003222454,0.0001383841,0.0001651253,0.8675523,0.0004499941,0.003028485],"genre_scores_gemma":[0.06014179,0.0002644198,0.002801944,0.0001774486,0.00009910997,0.0006012846,0.9338872,0.00008675495,0.001940163],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01216462,"threshold_uncertainty_score":0.02632046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07983289334253935,"score_gpt":0.3225774612288012,"score_spread":0.2427445678862619,"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."}}