{"id":"W2910822736","doi":"10.21083/csieci.v12i2.3560","title":"Improvising Through Trauma","year":2018,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Improvisation; Unconscious mind; Psychology; Musical; Music therapy; Aesthetics; Psychotherapist; Art; Visual arts; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00366758,0.0006164032,0.0004084436,0.00141959,0.00849531,0.008146168,0.001117538,0.003004976,0.008259684],"category_scores_gemma":[0.008333315,0.0001946145,0.0004519561,0.0006548517,0.03750625,0.006847633,0.008900206,0.00491072,0.001093841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003556512,"about_ca_system_score_gemma":0.0023087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122406,"about_ca_topic_score_gemma":0.001430095,"domain_scores_codex":[0.9954318,0.003080629,0.0001031062,0.0003056242,0.0006942353,0.0003846717],"domain_scores_gemma":[0.9956677,0.003034413,0.0003328867,0.0003406672,0.0003270209,0.0002973217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001191971,0.00005872565,0.0008189736,0.0005016056,0.0000173454,0.001555875,0.3947026,0.0001772812,0.001814895,0.5557617,0.008453353,0.03601848],"study_design_scores_gemma":[0.00004218431,0.0001772895,0.001269809,0.001387978,0.00001960504,0.00388042,0.3238084,0.000325495,0.00248481,0.2065614,0.4600087,0.00003392004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2412131,0.03650221,0.03387051,0.07804265,0.004678412,0.0002341971,0.00006538126,0.0002511769,0.6051424],"genre_scores_gemma":[0.9388258,0.008774388,0.003269627,0.005032898,0.0008031998,0.0001042244,0.00002554555,0.0001238833,0.04304037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00849531,"threshold_uncertainty_score":0.0276314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2058223534597172,"score_gpt":0.5264567624191563,"score_spread":0.3206344089594391,"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."}}