{"id":"W2990372238","doi":"10.56883/aijmt.2019.211","title":"‘Self as instrument’ – Safe and effective use of self in music psychotherapy: Canadian music therapists’ perceptions","year":2018,"lang":"en","type":"article","venue":"Approaches An Interdisciplinary Journal of Music Therapy","topic":"Music Therapy and Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychotherapist; Perception; Psychology; Music therapy; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001467981,0.0004937347,0.0008322669,0.001041627,0.0004351576,0.00009333341,0.0005937257,0.000358743,0.004135932],"category_scores_gemma":[0.000006050728,0.0004112238,0.0002787194,0.0006173903,0.0005053909,0.0006445916,0.00006117395,0.000791881,0.00002788489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850567,"about_ca_system_score_gemma":0.0003692982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004842915,"about_ca_topic_score_gemma":0.03477904,"domain_scores_codex":[0.9962065,0.0009986698,0.001130854,0.0006061352,0.0003388701,0.0007189276],"domain_scores_gemma":[0.9975539,0.0002457324,0.0007260251,0.0007336718,0.0002033335,0.0005373688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005181173,0.003125438,0.01148668,0.00007789899,0.001274751,0.00008810682,0.6473631,0.000008713476,0.001248726,0.009788141,0.002644614,0.3177126],"study_design_scores_gemma":[0.01902576,0.03205915,0.8055709,0.0007520142,0.0001733063,0.002337891,0.06569773,0.0004572248,0.0002355293,0.03290068,0.03904487,0.001744943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916168,0.001013551,0.0002006639,0.001278609,0.001353145,0.001066981,0.00002811968,0.00003717772,0.003404938],"genre_scores_gemma":[0.9934795,0.0006875158,0.002728361,0.001799991,0.001019446,0.00006428907,0.000009046552,0.00009545569,0.0001163313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7940842,"threshold_uncertainty_score":0.9998339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09238874513805247,"score_gpt":0.3479677261470678,"score_spread":0.2555789810090153,"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."}}