{"id":"W2109639670","doi":"10.24908/pceea.v0i0.3788","title":"DESIGN AND INNOVATION IN WESTERN'S INTEGRATED ENGINEERING PROGRAM","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Engineering management; Engineering; Engineering education; Engineering design process; Emerging technologies; Engineering ethics; Computer science; Mechanical engineering","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":[0.001777247,0.0002327558,0.000204027,0.0009189559,0.00364952,0.003336428,0.0006341928,0.0006838858,0.02922484],"category_scores_gemma":[0.002042605,0.0002025471,0.0001747113,0.001093532,0.001337153,0.001088776,0.002762356,0.001122481,0.002179668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005349448,"about_ca_system_score_gemma":0.01691375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02645997,"about_ca_topic_score_gemma":0.1199033,"domain_scores_codex":[0.9985957,0.0001628105,0.0000372451,0.0001142668,0.0007943072,0.0002955988],"domain_scores_gemma":[0.9973027,0.0001626516,0.0000967852,0.000106557,0.0007354878,0.001595895],"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":[0.0001508192,0.001505101,0.02636842,0.0002952917,0.00001763204,0.0004131417,0.01781119,0.0005775215,0.004034048,0.1174206,0.2743702,0.557036],"study_design_scores_gemma":[0.00002464165,0.0002620698,0.04747541,0.0002132654,0.00001584538,0.0004153843,0.003974218,0.0008569718,0.001202682,0.01054102,0.9350023,0.00001610327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2498522,0.00430157,0.005011982,0.01347764,0.0005543937,0.0001912036,0.0001781976,0.0002789487,0.7261538],"genre_scores_gemma":[0.4144999,0.002704399,0.009018155,0.002547149,0.00009622525,0.0002084829,0.0003583507,0.00009249842,0.5704748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02922484,"threshold_uncertainty_score":0.09776682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847696967795179,"score_gpt":0.2216492186310068,"score_spread":0.203172248953055,"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."}}