{"id":"W1576076589","doi":"10.24908/pceea.v0i0.3991","title":"THE ENGINEERING DESIGN COMPETENCY","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill University; University of Calgary; University of Guelph; University of British Columbia; University of New Brunswick; Dalhousie University; Queen's University; Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke; Polytechnique Montréal","funders":"","keywords":"Engineering design process; Competition (biology); Engineering management; Core competency; Quality (philosophy); Value engineering; Process (computing); Product design; Order (exchange); Engineering; Product (mathematics); Manufacturing engineering; New product development; Computer science; Business; Operations management; Mechanical engineering; Marketing","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":[0.006154736,0.0004799041,0.0003973566,0.001329477,0.002636402,0.005514672,0.001164107,0.001768667,0.01713468],"category_scores_gemma":[0.01396541,0.0003058763,0.0003745608,0.0004956453,0.006936368,0.002648597,0.004850362,0.00264948,0.004265619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004808845,"about_ca_system_score_gemma":0.0295087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02687099,"about_ca_topic_score_gemma":0.03501525,"domain_scores_codex":[0.9930279,0.001088904,0.0002651677,0.0004051201,0.004586007,0.0006269496],"domain_scores_gemma":[0.9863982,0.003618971,0.0006342789,0.001377098,0.005061143,0.00291044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002194671,0.0002807735,0.006087561,0.0007016778,0.00001491795,0.0002729988,0.009708716,0.001278385,0.004119343,0.4917657,0.1621274,0.3236205],"study_design_scores_gemma":[0.000008204774,0.00008171856,0.004942295,0.000948959,0.000007426604,0.0008464326,0.003503551,0.0006371866,0.001267141,0.08436856,0.9033611,0.00002742206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03381264,0.006220194,0.04721455,0.06153112,0.001444035,0.0003016811,0.0002761595,0.0003028926,0.8488966],"genre_scores_gemma":[0.5853497,0.0131448,0.07273944,0.02590654,0.0007130861,0.0003659443,0.0004860038,0.0002658065,0.3010287],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02687099,"threshold_uncertainty_score":0.05732125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00786292235177777,"score_gpt":0.1637862347521377,"score_spread":0.1559233124003599,"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."}}