{"id":"W2366327183","doi":"","title":"A comparative study of Canadian and Chinese university teaching models","year":2010,"lang":"en","type":"article","venue":"Journal of Hebei Normal University","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); China; The arts; Mathematics education; Higher education; Pedagogy; Sociology; Psychology; Political science; Engineering; Law; Civil engineering","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":[0.002112168,0.0002611057,0.0003503588,0.002702594,0.01013512,0.004193888,0.001320762,0.0004557449,0.006129391],"category_scores_gemma":[0.00599244,0.0002403514,0.0004149327,0.008341007,0.002325154,0.001571287,0.001682895,0.0008361493,0.0003866836],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06741098,"about_ca_system_score_gemma":0.04491552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9451126,"about_ca_topic_score_gemma":0.9776341,"domain_scores_codex":[0.9980167,0.0003446483,0.00005424032,0.0001245829,0.0007017883,0.0007579556],"domain_scores_gemma":[0.9952252,0.0009018757,0.0003518131,0.0001782701,0.001663229,0.001679612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006260931,0.0005674998,0.2754329,0.0002282634,0.00006170577,0.001111358,0.5585062,0.001018648,0.00151805,0.03948671,0.01492529,0.1065173],"study_design_scores_gemma":[0.00005200587,0.0002135024,0.4206973,0.0001922484,0.00006158664,0.0003378671,0.5191233,0.002174137,0.0005135949,0.000972349,0.05555429,0.0001077674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723054,0.0003379984,0.0001211382,0.00051758,0.00001780185,0.00002556761,0.0001208728,0.00001088114,0.02654277],"genre_scores_gemma":[0.996226,0.0003503429,0.00008906201,0.00005638217,0.000003060119,0.00001122342,0.00008859947,0.000008373695,0.00316692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9325891,"threshold_uncertainty_score":0.4891031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837606911309151,"score_gpt":0.273011700481983,"score_spread":0.2546356313688914,"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."}}