{"id":"W2614066827","doi":"","title":"Therapeutic Songwriting: Developments in Theory, Methods, and Practice","year":2016,"lang":"en","type":"article","venue":"Canadian journal of music therapy","topic":"Music Therapy and Health","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internship; Practicum; Music therapy; Medical education; Psychology; Medicine; Psychotherapist","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004275819,0.0001577644,0.0002908092,0.0003923706,0.0001132249,0.00003525523,0.0002502946,0.0001296177,0.002741067],"category_scores_gemma":[0.0002254394,0.0001053768,0.00005460382,0.0001871969,0.0001480901,0.0002055852,0.000005329403,0.0002710193,0.0000203038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493639,"about_ca_system_score_gemma":0.0009868997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676177,"about_ca_topic_score_gemma":0.005909502,"domain_scores_codex":[0.9971842,0.001543946,0.000494417,0.00018958,0.0001135861,0.0004742414],"domain_scores_gemma":[0.9974142,0.001460554,0.0003297673,0.0002009962,0.0001229033,0.0004716018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005166846,0.00003993104,0.004405586,0.00000313314,0.0001448433,0.0001526528,0.01348345,8.954669e-8,0.001187733,0.04304523,0.00124672,0.935774],"study_design_scores_gemma":[0.005089833,0.0004773269,0.1121995,0.0001708973,0.00001847198,0.001198046,0.007509203,2.167938e-7,0.0001527349,0.02502354,0.8478625,0.0002977262],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868233,0.05005233,0.01373096,0.02773618,0.004853119,0.000729516,0.00002127641,0.00002713175,0.0346165],"genre_scores_gemma":[0.9793516,0.0009387225,0.005688327,0.01299998,0.0003320743,0.000008071503,3.11044e-7,0.00003725323,0.0006436858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9354762,"threshold_uncertainty_score":0.9981706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074929331933609,"score_gpt":0.4284343676530321,"score_spread":0.3209414344596712,"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."}}