{"id":"W2156410139","doi":"10.1177/1077800409343069","title":"Zero Tolerance","year":2009,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"The arts; Medical education; Pedagogy; Sociology; Psychology; Visual arts; Medicine; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003523546,0.0006967192,0.0005766181,0.001189654,0.004337281,0.00681114,0.00203566,0.001889502,0.1409892],"category_scores_gemma":[0.02183564,0.0003005576,0.0005224959,0.001116635,0.005383945,0.004962297,0.008157101,0.003051362,0.04643378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002773051,"about_ca_system_score_gemma":0.002627434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451106,"about_ca_topic_score_gemma":0.002800546,"domain_scores_codex":[0.9940231,0.001715906,0.0002983974,0.001042336,0.001884793,0.0010354],"domain_scores_gemma":[0.99419,0.0009749455,0.0004550235,0.001338249,0.002113934,0.0009278479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002036154,0.0000854056,0.002748132,0.0002251681,0.00001733137,0.0004357732,0.0184918,0.0002384397,0.0006490537,0.6684285,0.1489847,0.1594921],"study_design_scores_gemma":[0.00001298159,0.00006508151,0.001046753,0.0002802549,0.00000584662,0.0003819279,0.006980606,0.0001555253,0.000401581,0.08902961,0.9016152,0.00002470164],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01190475,0.001023049,0.01867958,0.008634269,0.00196831,0.0001551242,0.0004544758,0.0004621631,0.9567184],"genre_scores_gemma":[0.3389409,0.001389463,0.01135225,0.00776645,0.000497027,0.0005322025,0.0009853699,0.0007976235,0.6377387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1409892,"threshold_uncertainty_score":0.4716559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549600879533778,"score_gpt":0.3990876414953606,"score_spread":0.2441275535419828,"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."}}