{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000499556,0.0002020143,0.0001902037,0.0003525431,0.0002254753,0.0001255712,0.0003545032,0.0001872528,0.00007950995],"category_scores_gemma":[0.001055048,0.0002132556,0.00008553761,0.0004208406,0.00002612544,0.0002422499,0.00001620294,0.0003785066,0.00005268644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735472,"about_ca_system_score_gemma":0.000603921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393319,"about_ca_topic_score_gemma":0.002981354,"domain_scores_codex":[0.9987835,0.000006393068,0.0003138048,0.0001769154,0.0002968581,0.0004225675],"domain_scores_gemma":[0.999044,0.00005732443,0.0001387337,0.0001333653,0.0003561131,0.000270439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000141493,0.0003043295,0.1578332,0.002074115,0.001299158,6.447766e-7,0.06744427,0.01567787,0.07591767,0.2065214,0.4251232,0.04778995],"study_design_scores_gemma":[0.0004745652,0.00006823572,0.1821563,0.000648374,0.0001485214,0.00003312297,0.00497232,0.02622554,0.01866015,0.0009454331,0.7643307,0.001336782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8421682,0.0001945044,0.000134067,0.002660355,0.008844228,0.0004077127,0.00003231278,0.0006721554,0.1448865],"genre_scores_gemma":[0.9941344,0.000007452146,0.001458018,0.0002209067,0.0006673316,0.0000386276,0.00000738354,0.00006734354,0.003398547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3392075,"threshold_uncertainty_score":0.8696312,"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."}}