{"id":"W2913519411","doi":"10.47611/jsrhs.v7i2.511","title":"Benefits of Music Intervention for Students with Autism Spectrum Disorder","year":2019,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Intervention (counseling); Autism spectrum disorder; Psychology; Nova scotia; Music therapy; Autism; Music education; Term (time); Special education; Medical education; Developmental psychology; Pedagogy; Medicine; Psychotherapist; Psychiatry; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004952241,0.0003259898,0.0004555607,0.000551886,0.0007199205,0.0004010201,0.0003920464,0.0004876379,0.003414224],"category_scores_gemma":[0.002788298,0.0001086323,0.000552633,0.0002259657,0.0002079158,0.0002346489,0.000759845,0.0006207639,0.0002937616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006345738,"about_ca_system_score_gemma":0.001193298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005821687,"about_ca_topic_score_gemma":0.03250764,"domain_scores_codex":[0.9996624,0.0001065862,0.00003080828,0.00002775448,0.0000815059,0.00009086209],"domain_scores_gemma":[0.9989911,0.0002303698,0.000165624,0.00003788597,0.00009152135,0.0004833802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01426831,0.03058713,0.1363191,0.00176547,0.0005309837,0.0009631549,0.002482055,0.0004017392,0.00941662,0.0002980518,0.004448412,0.798519],"study_design_scores_gemma":[0.001724529,0.03856051,0.9453429,0.0007649926,0.0006993916,0.0006249946,0.003778851,0.0004836396,0.002641008,0.0003045434,0.005039905,0.00003472545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996053,0.001171263,0.00004935651,0.000419048,0.00005800164,0.00006966811,0.00007365904,0.00002785432,0.002078184],"genre_scores_gemma":[0.9963956,0.001277207,0.00051126,0.0001037414,0.00003221953,0.00007919918,0.00008713172,0.000003484943,0.001510134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005821687,"threshold_uncertainty_score":0.01157558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107461293455799,"score_gpt":0.4402405642808271,"score_spread":0.3294944349352472,"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."}}