{"id":"W7131766671","doi":"","title":"University of Alberta 2017 Teaching Practices and Support survey","year":2018,"lang":"en","type":"report","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teaching and learning center; Perception; Higher education; Teaching staff; Teaching method; Best practice","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003043255,0.0003179098,0.0003387074,0.002635261,0.001865745,0.002107808,0.00125937,0.0004967952,0.008728745],"category_scores_gemma":[0.006535777,0.0004032305,0.0001658897,0.003717492,0.0004951552,0.0004262369,0.001128331,0.0008191234,0.003952614],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02205813,"about_ca_system_score_gemma":0.03303534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8398463,"about_ca_topic_score_gemma":0.9257656,"domain_scores_codex":[0.9972493,0.0001952145,0.0001374188,0.0001152044,0.001824215,0.0004785684],"domain_scores_gemma":[0.9836993,0.000959148,0.001170792,0.0002747517,0.009887971,0.004008034],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004313981,0.0008643347,0.5562109,0.000499071,0.00003975336,0.000501287,0.01922967,0.0004069037,0.001749946,0.001417738,0.3062418,0.1124072],"study_design_scores_gemma":[0.00003727999,0.0001166675,0.8132859,0.0002453976,0.00001565022,0.00007990856,0.02587116,0.0001829849,0.0007214646,0.0001407459,0.1592571,0.00004581321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.781191,0.001639183,0.000746211,0.005524332,0.0003062654,0.001636472,0.08821783,0.0005917483,0.1201469],"genre_scores_gemma":[0.7734488,0.003991756,0.004579456,0.0026377,0.0001535719,0.00259771,0.05810241,0.0001508825,0.1543376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9969568,"threshold_uncertainty_score":0.3221938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1970681661029586,"score_gpt":0.4136283798809653,"score_spread":0.2165602137780067,"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."}}