{"id":"W1948581859","doi":"10.47678/cjhe.v27i2/3.183307","title":"Good Teaching and Satisfied University Graduates","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Higher education; Psychology; Medical education; Perception; Control (management); Mathematics education; Management; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001198994,0.0001131107,0.0002989786,0.0007372259,0.000618847,0.001736536,0.0002134027,0.0004093994,0.005920446],"category_scores_gemma":[0.009424245,0.0001363628,0.0002025458,0.0007854394,0.00111043,0.0004291942,0.0007689837,0.0006981589,0.0005451833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006284968,"about_ca_system_score_gemma":0.0007746753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004011896,"about_ca_topic_score_gemma":0.00707466,"domain_scores_codex":[0.9988575,0.0002488764,0.0000833401,0.00008314163,0.0004073502,0.0003197389],"domain_scores_gemma":[0.9913511,0.001392006,0.003339208,0.0002172677,0.001150583,0.002549817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007700171,0.00009649718,0.9869705,0.00001788914,0.00002513863,0.0001421316,0.001718258,0.00006362504,0.0002731635,0.0001891836,0.0007964523,0.009630105],"study_design_scores_gemma":[0.000007025587,0.0001154668,0.99278,0.00001247171,0.00001420715,0.0002948716,0.005049182,0.0001478197,0.0001217527,0.0001357275,0.001311352,0.00001014505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971876,0.00008828298,0.00008696503,0.0002661569,0.00001446786,0.000004832245,0.00006812801,0.00000528375,0.002278249],"genre_scores_gemma":[0.9991978,0.00004081853,0.00003765841,0.00005529208,0.00001009536,0.000002812163,0.0000542216,0.000002202599,0.0005991973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005920446,"threshold_uncertainty_score":0.01980585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0887625260305497,"score_gpt":0.4054070371075645,"score_spread":0.3166445110770149,"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."}}