{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009370645,0.0001627862,0.0004244858,0.0005876525,0.0005473332,0.00001437797,0.001279086,0.0004362293,0.000253687],"category_scores_gemma":[0.00004162339,0.0001286452,0.0002179514,0.001046875,0.0001065096,0.00006202153,0.00005029756,0.001023439,0.000006059931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003499753,"about_ca_system_score_gemma":0.002379232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7901416,"about_ca_topic_score_gemma":0.9678135,"domain_scores_codex":[0.9963428,0.001582865,0.0003647754,0.0003845351,0.0008999132,0.0004251501],"domain_scores_gemma":[0.9972875,0.000233907,0.0007222584,0.001208511,0.0004149028,0.0001329592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008659299,0.0008376577,0.9557678,0.0002055314,0.0004886034,0.00001962989,0.03053034,0.000006858467,0.0007987814,0.005280393,0.004999568,0.0001989582],"study_design_scores_gemma":[0.0009462364,0.0008902425,0.9701958,0.00007474954,0.00006648435,7.918742e-7,0.01279959,0.000002202691,0.0004883237,0.00007621005,0.01434031,0.0001190525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201415,0.00006094692,1.723505e-7,0.000285972,0.002894936,0.001046292,0.00002096871,0.000007979609,0.07554123],"genre_scores_gemma":[0.9294733,0.00001057514,5.091455e-7,0.000009306164,0.0001432291,0.000002801766,0.000008125289,0.00002537258,0.07032674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1776718,"threshold_uncertainty_score":0.9151732,"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."}}