{"id":"W4399873400","doi":"10.1515/9781772127652-006","title":"5 / Canada’s Arts Graduate Credentials: Realities and Possibilities","year":2024,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"The arts; Visual arts; Political science; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0009375794,0.0004417365,0.0002704062,0.001662921,0.0099399,0.01079774,0.0009726333,0.003645488,0.05982941],"category_scores_gemma":[0.001147539,0.0003147685,0.0003520383,0.002034756,0.003938006,0.001856795,0.001685886,0.003312312,0.005633053],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05697256,"about_ca_system_score_gemma":0.09195903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696404,"about_ca_topic_score_gemma":0.9925812,"domain_scores_codex":[0.998687,0.00006578324,0.00001275156,0.00006838888,0.0004936854,0.0006723864],"domain_scores_gemma":[0.9988814,0.00008470452,0.00001898413,0.0000298477,0.0003796997,0.0006053701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001589388,0.00002844409,0.001058536,0.00005073484,0.000002689754,0.0001526947,0.002102143,0.0001089989,0.0001220746,0.3837087,0.5655274,0.04712161],"study_design_scores_gemma":[0.000003527142,0.000003542372,0.002110571,0.0001061431,0.000002213701,0.00003344408,0.001914247,0.0000621002,0.00006181341,0.006369492,0.9893236,0.000009323594],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003556424,0.003848203,0.0001600383,0.01557043,0.0007416031,0.00001976859,0.0002335892,0.00003884394,0.9758311],"genre_scores_gemma":[0.06007405,0.002388268,0.0003164927,0.004580232,0.000131169,0.00001338026,0.0001333961,0.00004222505,0.9323207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9430274,"threshold_uncertainty_score":0.4133667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07709112549753411,"score_gpt":0.2423945802536892,"score_spread":0.1653034547561551,"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."}}