{"id":"W1857806705","doi":"10.24908/pceea.v0i0.3969","title":"DESIGN PROCESS MODELING FOR THE FUTURE CAD SYSTEMS","year":2011,"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":"","keywords":"Computer science; Generative Design; Engineering design process; CAD; Design process; Conceptual design; Process (computing); Structural pattern; Software engineering; Systems engineering; Database; Human–computer interaction; Engineering drawing; Software design; Programming language; Engineering; Work in process; Software; Software development","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007367928,0.0001600671,0.000135434,0.0001655587,0.0002295942,0.0001251479,0.0004064491,0.0001312568,0.00001843068],"category_scores_gemma":[0.0005163382,0.0001318315,0.00006602901,0.0004263716,0.000007847023,0.0003394916,0.000006369925,0.0002333941,0.000007564092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009861033,"about_ca_system_score_gemma":0.000549593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669981,"about_ca_topic_score_gemma":0.0006018608,"domain_scores_codex":[0.9990494,0.000007514567,0.0002765291,0.0001379222,0.000225158,0.0003035014],"domain_scores_gemma":[0.9987031,0.0001221839,0.0001805303,0.0001198984,0.0007290891,0.0001452094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002520633,0.0001482612,0.005478464,0.002075425,0.0007533875,7.966156e-8,0.02744084,0.7642022,0.002099063,0.04165787,0.1512298,0.004889408],"study_design_scores_gemma":[0.0002497549,0.00002244848,0.003635274,0.0001599122,0.0002217968,0.00000924107,0.005840214,0.9159621,0.002313274,0.0005463679,0.07053119,0.0005084076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3493665,0.02452086,0.2692505,0.03957463,0.1777491,0.02947281,0.0004443276,0.004758242,0.1048631],"genre_scores_gemma":[0.9960988,0.0000445709,0.001676163,0.0001117474,0.0006023647,0.0004196354,0.000003717011,0.00005800639,0.0009850459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6467322,"threshold_uncertainty_score":0.5375932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259714737896977,"score_gpt":0.2178978294338495,"score_spread":0.1953006820548798,"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."}}