{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002913157,0.0001767655,0.0004483209,0.0009153824,0.0001734393,0.000169107,0.001753482,0.00007401634,0.0004519611],"category_scores_gemma":[0.0002127523,0.0001303048,0.0002237932,0.0009709852,0.000227721,0.0004192075,0.0005964339,0.0008065763,0.00006872469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965887,"about_ca_system_score_gemma":0.000166426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005243909,"about_ca_topic_score_gemma":0.00009510934,"domain_scores_codex":[0.9933351,0.0004082956,0.000732328,0.0003920973,0.004375507,0.0007566693],"domain_scores_gemma":[0.9981574,0.0006506619,0.0004339126,0.0004199446,0.0001653584,0.0001727474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003413736,0.008149432,0.8385936,0.0007074446,0.0003234516,0.00008368814,0.004216176,0.001521812,0.02835837,0.1059546,0.0006571866,0.008020512],"study_design_scores_gemma":[0.009759703,0.01223878,0.9329732,0.0007006621,0.00003462907,0.0001111926,0.001653869,0.000115655,0.03239811,0.008630802,0.001100397,0.0002829948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938827,0.0003910433,0.0003299535,0.003020799,0.0002317331,0.001388783,0.00001094523,0.000009800581,0.0007342196],"genre_scores_gemma":[0.9977247,0.0002750715,0.0001001664,0.00002158217,0.00006848832,0.00003108761,7.969288e-7,0.00004192832,0.001736168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09732381,"threshold_uncertainty_score":0.5313675,"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."}}