{"id":"W4408071819","doi":"10.15845/voices.v25i1.4210","title":"The Neural Impact of a Brief Mindfulness and Improvisational Singing Practice on Music Performance Anxiety","year":2025,"lang":"en","type":"article","venue":"Voices A World Forum for Music Therapy","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Improvisation; Singing; Mindfulness; Anxiety; Psychology; Music therapy; Visual arts; Psychotherapist; Cognitive psychology; Applied psychology; Aesthetics; Art; Acoustics; 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":[0.0001169105,0.0002227561,0.0001977376,0.0001176835,0.0001154418,0.0001196128,0.0001706595,0.0002101841,0.001144849],"category_scores_gemma":[0.0004232157,0.00010992,0.0001604023,0.00004903562,0.0002316444,0.0001019267,0.0002260745,0.0002402112,0.00008488807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462061,"about_ca_system_score_gemma":0.0002107269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008121255,"about_ca_topic_score_gemma":0.002153741,"domain_scores_codex":[0.9999261,0.0000154118,0.000004115274,0.00001859885,0.00001459762,0.00002113133],"domain_scores_gemma":[0.9999012,0.00003988065,0.00001844019,0.000007416696,0.000005825564,0.00002725778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02617367,0.01811675,0.01923005,0.001040671,0.0002295328,0.0003789368,0.001988753,0.0003816888,0.6530372,0.0002080724,0.0002864029,0.2789283],"study_design_scores_gemma":[0.002745476,0.1559147,0.7653595,0.0001454813,0.0005628241,0.000841167,0.001353369,0.001496824,0.06927832,0.0003566311,0.001907121,0.00003854765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995097,0.0000777949,0.0001366667,0.000014106,0.000003217664,0.00002693758,0.0000102916,0.000004458194,0.0002168414],"genre_scores_gemma":[0.9981718,0.0001924375,0.0008866301,0.00003525605,0.00001249723,0.0001217947,0.00002558393,0.00000259985,0.0005514483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001144849,"threshold_uncertainty_score":0.003829896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324106643329025,"score_gpt":0.2797209193593064,"score_spread":0.2473102550264039,"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."}}