{"id":"W2909574294","doi":"10.24908/pceea.v0i0.13016","title":"Training Teaching Assistants to be Coaches: A Sustainable Approach","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Workbook; Teamwork; Facilitation; Psychology; Medical education; Sustainability; Pedagogy; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02117357,0.0007882658,0.0004106502,0.002297048,0.0124888,0.01139871,0.005912848,0.006016098,0.02306512],"category_scores_gemma":[0.01725163,0.0007939076,0.0006380277,0.001295021,0.004828248,0.006669765,0.0184829,0.004910483,0.008186745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005580981,"about_ca_system_score_gemma":0.0415473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003150693,"about_ca_topic_score_gemma":0.01243905,"domain_scores_codex":[0.9775548,0.0121144,0.0005002448,0.001944502,0.005286483,0.002599577],"domain_scores_gemma":[0.9726604,0.005884182,0.001165291,0.002028605,0.003888959,0.01437266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001290399,0.003971252,0.005542786,0.001286817,0.00005095088,0.000863788,0.03521091,0.0006979529,0.002084997,0.05326241,0.1235774,0.7733216],"study_design_scores_gemma":[0.0002029105,0.0008197383,0.005233432,0.002200868,0.00004045936,0.001285506,0.07026783,0.001060988,0.00181331,0.0499774,0.8670115,0.00008608855],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07657226,0.008886487,0.2079547,0.2926235,0.008314394,0.005689069,0.0001777139,0.003065221,0.3967167],"genre_scores_gemma":[0.519635,0.009043273,0.2341846,0.03726826,0.001472198,0.007128687,0.0002403761,0.0005462429,0.1904814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02306512,"threshold_uncertainty_score":0.1119779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969430995485911,"score_gpt":0.2405362470157389,"score_spread":0.2208419370608798,"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."}}