{"id":"W2325275746","doi":"10.7202/1015644ar","title":"CUMS Imagined","year":2013,"lang":"en","type":"article","venue":"Canadian University Music Review","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Sociology; Diversity (politics); Media studies; Aesthetics; Political science; Law; Art; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006523308,0.0006031699,0.0005326457,0.00223157,0.006993095,0.01179105,0.001756062,0.005698897,0.06825062],"category_scores_gemma":[0.0216176,0.0004415069,0.000869256,0.001919998,0.008159516,0.008110741,0.006634979,0.006190963,0.01208207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01280445,"about_ca_system_score_gemma":0.02177803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04817494,"about_ca_topic_score_gemma":0.07504463,"domain_scores_codex":[0.9925055,0.002398716,0.0003046416,0.0008484038,0.00269335,0.001249401],"domain_scores_gemma":[0.9914594,0.002082184,0.0007017044,0.0009792506,0.002971279,0.001806186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004286993,0.00001561973,0.0003249043,0.0002376168,0.000009448769,0.000483544,0.002228485,0.00006630801,0.0001416671,0.690222,0.2801189,0.0261086],"study_design_scores_gemma":[0.000005647203,0.000005344095,0.000138428,0.0002053267,0.000005636533,0.0002110121,0.001175339,0.00001861746,0.00005177549,0.01717583,0.9810011,0.000005980344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003684224,0.03099755,0.002383433,0.09219301,0.01042144,0.00009223436,0.0004452103,0.00012125,0.8596616],"genre_scores_gemma":[0.2915379,0.05261082,0.004771707,0.07022554,0.009507689,0.0004813814,0.001377592,0.0003343457,0.5691529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06825062,"threshold_uncertainty_score":0.2283211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04290750830293505,"score_gpt":0.2077924586765927,"score_spread":0.1648849503736576,"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."}}