{"id":"W97253814","doi":"","title":"ATTITUDES TOWARD LEARNER-CENTERED TEACHING METHODS AMONG PROFESSORS AND INSTRUCTORS AT A CANADIAN UNIVERSITY","year":2011,"lang":"en","type":"article","venue":"EDULEARN proceedings","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Pedagogy; Higher education; Medical education; Psychology; Sociology; Political science; Medicine","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":[0.005670171,0.0003055033,0.000494898,0.002554783,0.0120124,0.00514406,0.001865792,0.001593524,0.003769856],"category_scores_gemma":[0.01464438,0.0006088922,0.0005678299,0.001590683,0.003104932,0.001264358,0.00214212,0.002405932,0.0003641951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03348381,"about_ca_system_score_gemma":0.04380572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8954105,"about_ca_topic_score_gemma":0.9634408,"domain_scores_codex":[0.9938431,0.0008888642,0.0002701633,0.0004399026,0.003067288,0.001490757],"domain_scores_gemma":[0.9698989,0.003935045,0.00312978,0.0003432237,0.01033783,0.01235535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002351935,0.001135141,0.7175975,0.00006328125,0.00004965212,0.0003673632,0.2562528,0.0001158284,0.002446558,0.0005405939,0.001973893,0.01922214],"study_design_scores_gemma":[0.00003150668,0.0003540617,0.740734,0.00009350743,0.00003456487,0.0001649418,0.251115,0.0003550761,0.0006198706,0.0001029408,0.006296991,0.00009754067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975593,0.00009179521,0.00005457656,0.0005056078,0.0000111717,0.00003268935,0.00003519718,0.000004307263,0.001705305],"genre_scores_gemma":[0.9950495,0.000194577,0.0002009292,0.0004869653,0.00001068177,0.00002291184,0.00004765464,0.000007884391,0.003978846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045895,"threshold_uncertainty_score":0.2429431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016442549370537,"score_gpt":0.3808362612016864,"score_spread":0.2791920062646327,"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."}}