{"id":"W3040156390","doi":"10.1177/0255761420930428","title":"Hacking, disability, and music education","year":2020,"lang":"en","type":"article","venue":"International Journal of Music Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Hacker; Music education; Principal (computer security); Psychology; Musicology; Public domain; Pedagogy; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191761,0.00009739347,0.0001077043,0.00008851465,0.00001879707,0.0000590192,0.0002011664,0.0000552244,0.0001948006],"category_scores_gemma":[0.0001286883,0.00009354088,0.00004677715,0.0001274005,0.00004963717,0.0002888045,0.00002103364,0.00017998,0.00001417654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344804,"about_ca_system_score_gemma":0.0002042313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001434596,"about_ca_topic_score_gemma":0.00000336374,"domain_scores_codex":[0.9992158,0.00001401561,0.0003208028,0.00009491155,0.0002694401,0.0000850407],"domain_scores_gemma":[0.9994008,0.00003557141,0.00009133134,0.00006792643,0.0002323147,0.0001720614],"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":[0.00003018987,0.0005333079,0.011426,0.0003582347,0.0001728824,0.000001887789,0.006070536,0.0008759961,0.007841988,0.002269617,0.1318615,0.8385578],"study_design_scores_gemma":[0.001425507,0.0003262574,0.3797878,0.0010607,0.000187791,0.0005681344,0.005399936,0.01461196,0.003766467,0.007986298,0.5838819,0.0009972666],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737373,0.001067201,0.002916276,0.01083102,0.009927085,0.00007888499,0.000003333211,0.0000585069,0.001380401],"genre_scores_gemma":[0.9939488,0.000132168,0.001606456,0.0009641885,0.003273522,0.000006319101,0.00001824965,0.00001591181,0.00003445316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8375605,"threshold_uncertainty_score":0.3814486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615457776436975,"score_gpt":0.2492499951230296,"score_spread":0.2330954173586599,"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."}}