{"id":"W1896356640","doi":"10.24908/pceea.v0i0.3931","title":"CONCURRENT APPROACH TO TEACHING CONCURRENT DESIGN ENGINEERING","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":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"University of Ontario Institute of Technology","keywords":"Concurrent engineering; Concurrency; Engineering education; Engineering management; Point (geometry); Engineering design process; Engineering ethics; Engineering; Computer science; Mechanical engineering; Operations management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002404591,0.0004936445,0.0002207457,0.0009198372,0.001947939,0.002758467,0.001596408,0.000926155,0.01308306],"category_scores_gemma":[0.007910727,0.0004117737,0.0004240266,0.001028334,0.003125658,0.001681597,0.002528867,0.003490363,0.001753457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00371645,"about_ca_system_score_gemma":0.006948091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005757096,"about_ca_topic_score_gemma":0.01243508,"domain_scores_codex":[0.9969988,0.00116157,0.0001251225,0.0003661279,0.00117069,0.00017774],"domain_scores_gemma":[0.9945183,0.003133485,0.0002371104,0.000675397,0.0008519193,0.0005837626],"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":[0.00003137526,0.0002865664,0.0004613061,0.0002462861,0.000008861538,0.00009586044,0.003146466,0.005765633,0.003810306,0.8139444,0.01025879,0.1619442],"study_design_scores_gemma":[0.00008785354,0.0002226031,0.0003791419,0.0002922052,0.00001525449,0.0003891774,0.0008683805,0.01980244,0.005231972,0.380449,0.5922208,0.00004109797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007227713,0.001237761,0.8470749,0.004171313,0.0007950958,0.0002823854,0.00003225797,0.0006825284,0.138496],"genre_scores_gemma":[0.2040864,0.00270919,0.7348629,0.001793574,0.0004514191,0.00103308,0.00007723257,0.0002513415,0.05473496],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01308306,"threshold_uncertainty_score":0.04376721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145631239558864,"score_gpt":0.1886261943991913,"score_spread":0.1740630704433049,"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."}}