{"id":"W2604188872","doi":"10.24908/pceea.v0i0.6496","title":"TEAM MIDTERM IN AN INTRODUCTORY PROCESS DESIGN COURSE","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Division of Chemistry","keywords":"Summative assessment; Formative assessment; Teamwork; Medical education; Mathematics education; Quality (philosophy); Process (computing); Psychology; Computer science; Medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005821797,0.00129329,0.00118204,0.001424349,0.00332078,0.003644939,0.001922578,0.001566717,0.01288446],"category_scores_gemma":[0.009025186,0.0007995538,0.001041785,0.0007897493,0.0007759365,0.001015846,0.004270409,0.002786255,0.00434238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342142,"about_ca_system_score_gemma":0.004310513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008040863,"about_ca_topic_score_gemma":0.003315095,"domain_scores_codex":[0.9967493,0.0007380862,0.0002014539,0.0006162044,0.0009400024,0.0007550823],"domain_scores_gemma":[0.9893813,0.001752293,0.0005746559,0.0007377588,0.001916507,0.005637582],"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":[0.003614817,0.05774176,0.04582737,0.0007847156,0.000122663,0.003914645,0.03808261,0.008110649,0.07540099,0.008286782,0.04329167,0.7148213],"study_design_scores_gemma":[0.001621063,0.1211637,0.2898441,0.001336921,0.00025378,0.009404995,0.03118094,0.03165416,0.1152235,0.02777673,0.3697971,0.0007430554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9403621,0.0003101832,0.03227746,0.0009071048,0.0006227145,0.001850426,0.0002025099,0.0006695729,0.022798],"genre_scores_gemma":[0.8436925,0.0003411123,0.09305768,0.0009719307,0.0002293827,0.001873509,0.0006662121,0.0001927885,0.0589748],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01288446,"threshold_uncertainty_score":0.04310286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211307452114646,"score_gpt":0.2546146192065026,"score_spread":0.2425015446853562,"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."}}