{"id":"W3002116947","doi":"10.24908/pceea.vi0.13819","title":"PEER TUTORING IN A PROJECT-BASED COURSE PART 2: THE SECOND YEAR OF IMPLEMENTATION - IMPROVEMENTS AND BENEFITS","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Teamwork; TUTOR; Peer tutor; Session (web analytics); Medical education; Quality (philosophy); Psychology; Multidisciplinary approach; Computer science; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01621332,0.001161057,0.001286843,0.001575533,0.003150921,0.004527404,0.003662421,0.001752896,0.006331573],"category_scores_gemma":[0.0139987,0.0008078542,0.000907746,0.0008342933,0.0008163762,0.001569429,0.005266028,0.002986781,0.002669126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006875922,"about_ca_system_score_gemma":0.01727073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02508309,"about_ca_topic_score_gemma":0.04220744,"domain_scores_codex":[0.9900463,0.00237653,0.0003610472,0.001006598,0.002781255,0.003428344],"domain_scores_gemma":[0.9730449,0.001116675,0.001171354,0.00133178,0.007648619,0.01568671],"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":[0.001913265,0.05931256,0.09024879,0.001040076,0.00009165492,0.001376211,0.02723102,0.002155154,0.01063966,0.0008531132,0.03526723,0.7698712],"study_design_scores_gemma":[0.001179639,0.0423951,0.8030855,0.0008562952,0.0001104496,0.0007908364,0.02634237,0.003772578,0.01838366,0.0006473457,0.1021271,0.0003091605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711419,0.0004776221,0.003760797,0.002005863,0.0006020943,0.006822632,0.000788121,0.001100053,0.01330099],"genre_scores_gemma":[0.9496782,0.0003785602,0.01343773,0.001095994,0.0001951354,0.005344151,0.001561446,0.0001486387,0.02816016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02508309,"threshold_uncertainty_score":0.08574522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538189448516503,"score_gpt":0.2646327262317084,"score_spread":0.2492508317465434,"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."}}