{"id":"W7086598898","doi":"","title":"Good Teachers, Scholarly Teachers and Teachers Engaged in Scholarship of Teaching and Learning: A Case Study from McMaster University, Hamilton, Canada","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Scholarship of Teaching and Learning; Teaching and learning center; Teaching method; Higher education; Value (mathematics)","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":[0.002221392,0.0004206233,0.000572834,0.002712091,0.02873472,0.005199631,0.003301117,0.001731714,0.002980219],"category_scores_gemma":[0.00604854,0.000768862,0.0002825357,0.006157571,0.006398302,0.001789834,0.004361024,0.001874319,0.0003393961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09134743,"about_ca_system_score_gemma":0.09009778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9752356,"about_ca_topic_score_gemma":0.9949681,"domain_scores_codex":[0.9951049,0.001126728,0.0001568975,0.0003287498,0.001355306,0.001927365],"domain_scores_gemma":[0.9921564,0.001647585,0.0006962458,0.0002126078,0.001776095,0.003511019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009779853,0.0002934107,0.1187266,0.0002256595,0.0000119865,0.009323796,0.8376042,0.00009785088,0.000991981,0.002607965,0.005951758,0.024067],"study_design_scores_gemma":[0.000009507049,0.00006625193,0.08633965,0.0001110697,0.000009490435,0.0005682297,0.9008039,0.00007948367,0.0001976637,0.00006811442,0.01172317,0.0000235234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924783,0.0006862236,0.00009531179,0.002137534,0.00001936469,0.000100223,0.00008121564,0.000008136848,0.004393664],"genre_scores_gemma":[0.9916123,0.001054696,0.0002977758,0.0008896539,0.00001006736,0.0000634774,0.00006014908,0.00001284367,0.005998971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09134743,"threshold_uncertainty_score":0.662775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289434057096991,"score_gpt":0.3683014152744207,"score_spread":0.1393580095647216,"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."}}