{"id":"W2275859197","doi":"","title":"Revisiting Constructivist Teaching Methods in Ontario Colleges Preparing for Accreditation.","year":2015,"lang":"en","type":"article","venue":"The College Quarterly","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accreditation; Constructivist teaching methods; Pedagogy; Higher education; Teaching method; Mathematics education; Psychology; Sociology; Medical education; Political science","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":[0.1472728,0.0006355963,0.0005435647,0.004358972,0.01199224,0.01256302,0.003970776,0.001078549,0.003630215],"category_scores_gemma":[0.2047681,0.000815122,0.0004632655,0.006973305,0.01405187,0.005605274,0.008206949,0.00351801,0.0004670468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07841748,"about_ca_system_score_gemma":0.1815064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6795679,"about_ca_topic_score_gemma":0.8720968,"domain_scores_codex":[0.9129502,0.05847709,0.003036526,0.002882834,0.01995886,0.00269458],"domain_scores_gemma":[0.6924864,0.2254008,0.011387,0.01453887,0.05004167,0.006145325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001734421,0.0004034741,0.07358325,0.001438964,0.00008469253,0.0001077092,0.4862144,0.0008384521,0.000990181,0.04044684,0.01425291,0.3814658],"study_design_scores_gemma":[0.0002948448,0.0003624247,0.1998341,0.00397326,0.000201531,0.0001135844,0.5334826,0.006961683,0.004999641,0.04318825,0.206366,0.0002221178],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6973286,0.0083478,0.1272054,0.04439377,0.001401529,0.005854275,0.0008491623,0.0005879609,0.1140315],"genre_scores_gemma":[0.9100778,0.002159179,0.0716593,0.001852249,0.000112787,0.002340625,0.0002457101,0.0002263744,0.011326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6795679,"threshold_uncertainty_score":0.7788625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239484149712869,"score_gpt":0.3003388369319613,"score_spread":0.2763904219606744,"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."}}