{"id":"W1909596616","doi":"10.24908/pceea.v0i0.3945","title":"EXPERIENCES AND PROPOSALS FOR INTERDISCIPLINARY ENGINEERING DESIGN COURSES","year":2011,"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":"","funders":"","keywords":"Grading (engineering); Engineering ethics; Course (navigation); Computer science; Mathematics education; Engineering management; Scheduling (production processes); Management science; Engineering; Psychology; Civil engineering; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01622535,0.0006657448,0.0003013343,0.001282199,0.007409646,0.007476408,0.003425912,0.005093923,0.01969087],"category_scores_gemma":[0.01696667,0.0004471357,0.0007585797,0.001187952,0.002671419,0.00436146,0.0076757,0.005904331,0.002449842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005306922,"about_ca_system_score_gemma":0.00467294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153626,"about_ca_topic_score_gemma":0.00439183,"domain_scores_codex":[0.9832766,0.009591286,0.0004108222,0.0007273804,0.003437736,0.002556199],"domain_scores_gemma":[0.9841149,0.003420981,0.000446046,0.0004899824,0.001794778,0.009733259],"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":[0.0005252316,0.00881316,0.01876135,0.001124209,0.0000378568,0.007887742,0.1583269,0.003246239,0.007854329,0.1692787,0.1316779,0.4924663],"study_design_scores_gemma":[0.0001071489,0.0006379816,0.003469807,0.0004583421,0.00001019707,0.001238791,0.1484663,0.001038559,0.001688739,0.009827886,0.8329738,0.0000824572],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5983664,0.005806566,0.03893894,0.1200359,0.008620613,0.001035767,0.0001503676,0.0004189476,0.2266265],"genre_scores_gemma":[0.7599056,0.004348657,0.04363855,0.01119058,0.0009018995,0.0005228991,0.0003349503,0.0001877528,0.1789691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01969087,"threshold_uncertainty_score":0.08580887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869960867440213,"score_gpt":0.2357264264206106,"score_spread":0.2170268177462085,"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."}}