{"id":"W4389410477","doi":"10.1016/j.aip.2023.102114","title":"An explanatory sequential pilot inquiry on music therapy and performance anxiety in university music education majors","year":2023,"lang":"en","type":"article","venue":"The Arts in Psychotherapy","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Music therapy; Anxiety; Psychology; Mood; Likert scale; Clinical psychology; Amateur; Psychotherapist; Psychological intervention; Applied psychology; Developmental psychology; Psychiatry","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":[0.005836761,0.0003334733,0.0003502267,0.0007286911,0.005754722,0.001600531,0.001085678,0.001335976,0.006358657],"category_scores_gemma":[0.0214305,0.0004201316,0.0002975744,0.0006760655,0.00307388,0.002899683,0.003627601,0.002886102,0.0004154128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003223514,"about_ca_system_score_gemma":0.01014559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007437206,"about_ca_topic_score_gemma":0.015243,"domain_scores_codex":[0.9977152,0.001500695,0.0001166055,0.0001652574,0.0002139571,0.0002882799],"domain_scores_gemma":[0.983992,0.01269065,0.000894408,0.0007935098,0.0009389679,0.0006903465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00212158,0.02864378,0.0834861,0.001154744,0.00004693399,0.001887093,0.7144402,0.0007723064,0.004745512,0.03830821,0.005831562,0.1185621],"study_design_scores_gemma":[0.0008134749,0.006552223,0.06606873,0.0005010003,0.00006442058,0.0007075733,0.8967486,0.001481249,0.002365394,0.01110601,0.01353629,0.00005497272],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860806,0.00009569622,0.001574729,0.002730942,0.00007365489,0.001958065,0.0001068297,0.00001525493,0.007364193],"genre_scores_gemma":[0.9904316,0.0001619858,0.002859476,0.0008808101,0.00002186612,0.00299813,0.0000782428,0.000005894616,0.002562061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007437206,"threshold_uncertainty_score":0.03086805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315202807679142,"score_gpt":0.2935919641024952,"score_spread":0.162071683334581,"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."}}