{"id":"W2737880791","doi":"","title":"Teaching Matters: Developing Teaching Dossiers to Showcase Teaching Success and Competency","year":2017,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Excellence; Promotion (chess); Psychology; Presentation (obstetrics); Quality (philosophy); Medical education; Pedagogy; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01561563,0.0008290396,0.0004420537,0.001658165,0.005104715,0.008021368,0.002038752,0.002526804,0.02151306],"category_scores_gemma":[0.03776987,0.0004548719,0.0006387097,0.0007789254,0.004252028,0.007742316,0.01194176,0.004964956,0.009740762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004526261,"about_ca_system_score_gemma":0.007707924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042442,"about_ca_topic_score_gemma":0.003328432,"domain_scores_codex":[0.9884825,0.006478352,0.0005273248,0.0007772165,0.002840608,0.000893964],"domain_scores_gemma":[0.9720656,0.007672274,0.003288303,0.003463984,0.004457869,0.009052018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002329795,0.00138913,0.00590707,0.001246309,0.00002345056,0.001083948,0.05475436,0.0008809575,0.01211187,0.05410957,0.2507288,0.6175315],"study_design_scores_gemma":[0.0001110652,0.001262053,0.007845353,0.00172112,0.00003408095,0.001624966,0.03680279,0.001708406,0.01195007,0.04027191,0.8964949,0.0001734035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2123328,0.004396041,0.1798495,0.1441016,0.009070179,0.003553908,0.0007887607,0.009113359,0.4367938],"genre_scores_gemma":[0.5381715,0.003300888,0.3379706,0.01565256,0.001232779,0.002215968,0.0006928334,0.00151227,0.09925075],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02151306,"threshold_uncertainty_score":0.08258432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2262338554261776,"score_gpt":0.451428692425067,"score_spread":0.2251948369988894,"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."}}