{"id":"W2950575417","doi":"","title":"An Historical Study of the First Year of the Canadian Association of Music Therapists","year":2019,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Music Therapy and Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Identity (music); Music therapy; Qualitative research; Psychology; Medicine; Medical education; Sociology; Psychotherapist; Social science; Art; Aesthetics; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005551388,0.0005772174,0.0007032492,0.005762519,0.05380549,0.01193792,0.002782629,0.002024639,0.0064518],"category_scores_gemma":[0.01227948,0.0007430855,0.0002713411,0.009600294,0.01821344,0.003491785,0.006425642,0.005131021,0.0005167853],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1189013,"about_ca_system_score_gemma":0.1281776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9652586,"about_ca_topic_score_gemma":0.9869119,"domain_scores_codex":[0.9930764,0.001568436,0.0001409607,0.0005156195,0.00212645,0.002572062],"domain_scores_gemma":[0.9887137,0.002650034,0.000848275,0.000230849,0.003792493,0.003764648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000307755,0.00001874341,0.003920325,0.00009941986,0.000004134033,0.0006734589,0.9709544,0.00002807651,0.0002254799,0.009883818,0.00682821,0.007333178],"study_design_scores_gemma":[0.000002017515,0.00001677067,0.01121412,0.0003208896,0.000005486512,0.0002428797,0.8364956,0.00001765079,0.0001292704,0.0001797824,0.1513473,0.00002817364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8077577,0.02028159,0.001089986,0.01876854,0.001518195,0.0002217292,0.001008233,0.00004653572,0.1493074],"genre_scores_gemma":[0.9724583,0.007270033,0.0003612044,0.001340955,0.0001279867,0.0001010781,0.0002208483,0.00004570751,0.01807389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8810987,"threshold_uncertainty_score":0.8626933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955048489786641,"score_gpt":0.3143518087340346,"score_spread":0.2748013238361682,"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."}}