{"id":"W3002385213","doi":"10.24908/pceea.vi0.13711","title":"REFLECTING ON THE USE OF DESIGN METHODOLOGY IN ENGINEERING DESIGN EDUCATION","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capstone; Context (archaeology); Design education; Engineering education; Engineering design process; Computer science; Engineering management; Design methods; Engineering ethics; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.08633544,0.0007887738,0.0004671483,0.002284044,0.005427551,0.01023917,0.001704704,0.004115089,0.002803524],"category_scores_gemma":[0.08422848,0.000955991,0.0006354231,0.002193857,0.01616852,0.01026225,0.007240009,0.01032208,0.001172612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007872907,"about_ca_system_score_gemma":0.005771019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003404105,"about_ca_topic_score_gemma":0.00487979,"domain_scores_codex":[0.879109,0.1008107,0.00289876,0.00369179,0.01132239,0.002167364],"domain_scores_gemma":[0.8483846,0.1195154,0.005250814,0.009550049,0.01467675,0.002622382],"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":[0.000127549,0.0004192641,0.01339744,0.001959336,0.0001200141,0.0009004811,0.2198038,0.005031772,0.01403648,0.3578165,0.02398758,0.3623998],"study_design_scores_gemma":[0.00004141334,0.0004549014,0.00424445,0.002742712,0.0000343987,0.00295678,0.05754412,0.004282915,0.008302502,0.09637902,0.822831,0.0001857942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.1083468,0.01856451,0.6312609,0.08976722,0.002698959,0.0004343086,0.00007187181,0.0004227365,0.1484327],"genre_scores_gemma":[0.6755229,0.01023185,0.2554398,0.02614279,0.0005418635,0.0005431533,0.00007443312,0.0005128118,0.03099042],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08633544,"threshold_uncertainty_score":0.4565909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.148707449506874,"score_gpt":0.311467235846033,"score_spread":0.162759786339159,"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."}}