{"id":"W1821704562","doi":"10.24908/pceea.v0i0.3760","title":"VIRTUAL AND PHYSICAL PROTOTYPING TO DEMONSTRATE DESIGN FEASIBILITY","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Virtual prototyping; Automotive industry; Conceptual design; Rapid prototyping; Process (computing); Automotive engineering; Fuel efficiency; Manufacturing engineering; Engineering design process; Design process; Engineering; Systems engineering; Hybrid vehicle; Computer science; Embedded system; Work in process; Simulation; Mechanical engineering; Operations management; Operating system","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":[0.00282692,0.001041218,0.0004057847,0.0009895836,0.0007194806,0.002149089,0.0008787853,0.001166421,0.0156781],"category_scores_gemma":[0.007360451,0.0005197426,0.0004262375,0.0003907961,0.002187323,0.001769197,0.002628508,0.001136195,0.001235369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004770183,"about_ca_system_score_gemma":0.0006688958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004257586,"about_ca_topic_score_gemma":0.0004570263,"domain_scores_codex":[0.9964545,0.001629507,0.0001350932,0.000159787,0.001407429,0.0002138322],"domain_scores_gemma":[0.993955,0.003796248,0.0002062824,0.001042811,0.0008496392,0.0001500027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007742284,0.0003635632,0.001089235,0.001513144,0.0000616185,0.002010233,0.003234767,0.1017234,0.3020239,0.2982489,0.01071944,0.2782378],"study_design_scores_gemma":[0.0005752479,0.004029451,0.004898053,0.0008423596,0.0001076473,0.006313125,0.001965627,0.2409705,0.3527093,0.08934627,0.2978767,0.0003657485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07628398,0.001127018,0.7380251,0.000961709,0.0005962871,0.0005484784,0.0001195852,0.001815897,0.180522],"genre_scores_gemma":[0.6515466,0.0007741731,0.3260018,0.0002397063,0.00008342534,0.0007332065,0.00008491854,0.000352087,0.02018414],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0156781,"threshold_uncertainty_score":0.05244851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901345232055614,"score_gpt":0.198144107628535,"score_spread":0.1791306553079788,"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."}}