{"id":"W2885100320","doi":"10.24908/pceea.v0i0.9579","title":"TRAINING TEACHING ASSISTANTS AS COACHES","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Teamwork; Coaching; Experiential learning; Psychology; Medical education; Pedagogy; Mathematics education; Medicine","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":[0.003202955,0.0004656527,0.0002295702,0.0006765937,0.002430349,0.002749307,0.001372647,0.001319738,0.02083755],"category_scores_gemma":[0.009370375,0.0003650528,0.0002853478,0.000390624,0.0007735582,0.001324877,0.003282253,0.001913703,0.008710417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009507504,"about_ca_system_score_gemma":0.003375254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007451387,"about_ca_topic_score_gemma":0.002016355,"domain_scores_codex":[0.9946971,0.003116514,0.000181844,0.0005388223,0.0006614263,0.0008042571],"domain_scores_gemma":[0.9865455,0.002636351,0.001230175,0.0008431162,0.001970133,0.006774826],"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":[0.0008017814,0.01045772,0.03309821,0.001161318,0.00005022854,0.001964756,0.03964633,0.001645052,0.01880403,0.006872287,0.0682179,0.8172804],"study_design_scores_gemma":[0.0007246498,0.008169389,0.0489968,0.001913331,0.00009166683,0.007522058,0.08863235,0.008470499,0.02017936,0.00836346,0.8067629,0.0001734819],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.708365,0.002340999,0.05921423,0.00992089,0.002401124,0.002182819,0.0001618262,0.002508007,0.212905],"genre_scores_gemma":[0.8816189,0.00114116,0.03628222,0.001965059,0.0003678944,0.0006362546,0.00014498,0.0001085593,0.07773494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02083755,"threshold_uncertainty_score":0.06970853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535027162924448,"score_gpt":0.2412339477644762,"score_spread":0.2258836761352317,"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."}}