{"id":"W1596796141","doi":"","title":"An Undergraduate Course in Modeling and Simulation of Multiphysics Systems","year":2010,"lang":"en","type":"article","venue":"Chemical Engineering Education","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Multiphysics; Course (navigation); Curriculum; Computer science; Modeling and simulation; Ode; Software; Systems engineering; Software engineering; Mechanical engineering; Simulation; Engineering; Finite element method; Aerospace engineering; Programming language; Applied mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008624669,0.00196028,0.001766926,0.001032348,0.0009949958,0.001480407,0.001034868,0.001194277,0.04386186],"category_scores_gemma":[0.001580934,0.0005078725,0.001253454,0.001080337,0.0004547425,0.001228753,0.001835964,0.002553896,0.02038094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154947,"about_ca_system_score_gemma":0.002175709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270362,"about_ca_topic_score_gemma":0.002464688,"domain_scores_codex":[0.9994924,0.00005503961,0.00002564491,0.00008828584,0.0002552965,0.00008333288],"domain_scores_gemma":[0.9990421,0.0001462536,0.00004258714,0.00007513398,0.0002871097,0.0004067658],"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":[0.0002847014,0.0035113,0.002690429,0.001067546,0.0000625031,0.0006234376,0.0008721889,0.01115332,0.03149985,0.02387507,0.362277,0.5620826],"study_design_scores_gemma":[0.0001066178,0.001662708,0.006297838,0.0005680254,0.00004356516,0.001161552,0.0003467908,0.02318777,0.01000316,0.03237822,0.9241712,0.00007248438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06158663,0.01868586,0.4851906,0.0329322,0.01179318,0.002504635,0.004404049,0.008821439,0.3740814],"genre_scores_gemma":[0.1101488,0.0305954,0.2936925,0.007470071,0.005266343,0.001804279,0.00489086,0.002029862,0.5441018],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04386186,"threshold_uncertainty_score":0.1467326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006814247879204497,"score_gpt":0.2649347521225375,"score_spread":0.258120504243333,"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."}}