{"id":"W3038354094","doi":"10.15353/cjds.v9i1.598","title":"Adaptive Musical Instruments (AMIs): Past, Present, and Future Research Directions","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Music Therapy and Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Perspective (graphical); Intervention (counseling); Narrative; Psychology; Music therapy; Engineering ethics; Computer science; Applied psychology; Psychotherapist; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0115836,0.0008995698,0.002157901,0.004915124,0.001896689,0.006227696,0.002114414,0.004455398,0.006078697],"category_scores_gemma":[0.01284433,0.0005461203,0.001067251,0.007103208,0.007638352,0.007259231,0.002911763,0.003756306,0.0009852941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004241928,"about_ca_system_score_gemma":0.01551213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105972,"about_ca_topic_score_gemma":0.01732624,"domain_scores_codex":[0.9963906,0.001261478,0.0005820728,0.0005509267,0.0008758291,0.0003390631],"domain_scores_gemma":[0.9692047,0.02448203,0.001566318,0.0005850712,0.003109442,0.001052374],"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":[0.0001412518,0.0001690334,0.002621958,0.03631223,0.0001183273,0.00027434,0.004445767,0.0001564518,0.0004453356,0.03086266,0.007601297,0.9168514],"study_design_scores_gemma":[0.00005716408,0.00053172,0.01955646,0.1406895,0.0005236018,0.002959239,0.02396846,0.0003032187,0.0006007975,0.04667333,0.7639661,0.000170294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006210635,0.9929724,0.0002456924,0.004040602,0.0003219648,0.000009053293,0.0000137052,0.000006144885,0.001769377],"genre_scores_gemma":[0.009491153,0.9865456,0.00137673,0.001538373,0.0006038619,0.00004076433,0.00002383338,0.000006120539,0.0003734645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0115836,"threshold_uncertainty_score":0.06126064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2418538613798246,"score_gpt":0.4372340764143254,"score_spread":0.1953802150345008,"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."}}