{"id":"W4409178485","doi":"10.1080/14643154.2025.2485510","title":"Music engagement in children with permanent hearing loss","year":2025,"lang":"en","type":"article","venue":"Deafness & Education International","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Agricultural Research Institute of Ontario; University of Ottawa","funders":"","keywords":"Psychology; Hearing loss; Audiology; Medicine","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":[0.0001356073,0.00009717901,0.0000694749,0.0003476695,0.0001181419,0.0001043168,0.0003149957,0.00002371942,0.0002232476],"category_scores_gemma":[0.00008689205,0.00009045698,0.00002271077,0.0003814524,0.00007432147,0.000318529,0.0000724568,0.0001446014,0.00005284425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668748,"about_ca_system_score_gemma":0.0002624845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034677,"about_ca_topic_score_gemma":0.00002737041,"domain_scores_codex":[0.9989285,0.00005747173,0.0001720733,0.0003923908,0.0002923275,0.0001572031],"domain_scores_gemma":[0.9996601,0.00003265668,0.0000533351,0.0001700452,0.00004992761,0.00003388671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007714067,0.001600845,0.6164203,0.00002122029,0.00001375947,0.000006971041,0.002221816,0.0007481948,0.2328415,0.08582464,0.003012527,0.05721103],"study_design_scores_gemma":[0.0003779111,0.00001603794,0.9776676,0.0000653629,0.000005049,0.00003537856,0.0001562198,0.0002647235,0.01195931,0.0006444784,0.008683505,0.0001244095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875322,0.000003501986,0.0004067037,0.001539109,0.001562858,0.0002505957,0.000003883686,0.00003835122,0.008662775],"genre_scores_gemma":[0.9943835,0.00001658415,0.00006921514,0.003431316,0.0001360526,0.0001324177,0.00001720258,0.000006624177,0.001807141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3612473,"threshold_uncertainty_score":0.3688729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03417620429062291,"score_gpt":0.3235959932010832,"score_spread":0.2894197889104603,"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."}}