{"id":"W2992543531","doi":"10.7202/1051593ar","title":"Marshall Mcluhan and Higher Music Education","year":2018,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Improvisation; Interpretation (philosophy); Music education; Sociology; Musicology; Epistemology; Aesthetics; Pedagogy; Visual arts; Art; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004135908,0.0000609693,0.00008268391,0.0004264555,0.0007287604,0.00009843092,0.0002315308,0.00006484793,0.003740812],"category_scores_gemma":[0.0002042608,0.00006401243,0.00004159882,0.0003097222,0.0003736544,0.0003064539,0.000007033509,0.0001574879,0.00004296192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167478,"about_ca_system_score_gemma":0.003042757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1253031,"about_ca_topic_score_gemma":0.8245223,"domain_scores_codex":[0.9992449,0.0001534226,0.0002129799,0.00008018435,0.0001206625,0.0001878096],"domain_scores_gemma":[0.9986612,0.00005800383,0.0001474249,0.0001590529,0.0004920222,0.0004822879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001414983,0.000115668,0.01916772,0.00001568279,0.00008338143,0.000003503302,0.4631842,7.419406e-7,0.0001769394,0.02078683,0.2966319,0.1998193],"study_design_scores_gemma":[0.0001408303,0.0001215403,0.08046548,0.0001098063,0.00004206262,0.00005072985,0.07248594,0.000004520307,0.00001654539,0.005885374,0.8405421,0.0001350887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8584368,0.0005538593,0.0001083807,0.006694522,0.0115277,0.0001078882,0.000002742305,0.00001113134,0.1225569],"genre_scores_gemma":[0.9929286,0.00005663406,0.00042498,0.0008133922,0.002709145,0.000004077832,0.00000209894,0.000007712067,0.003053306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6992192,"threshold_uncertainty_score":0.9971699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04974526781130165,"score_gpt":0.3089369623818045,"score_spread":0.2591916945705028,"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."}}