{"id":"W3159294656","doi":"10.18280/mmep.080216","title":"Finite Element Simulation for Electric-Car Chassis Development from Scratch","year":2021,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chassis; von Mises yield criterion; Scratch; Stiffness; Structural engineering; Finite element method; Rigidity (electromagnetism); Stress (linguistics); Materials science; Automotive engineering; Engineering; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002168516,0.0002016667,0.0002509113,0.00008400152,0.00008046815,0.0001017917,0.00007853728,0.000112758,0.00003528554],"category_scores_gemma":[0.0001070192,0.0002027221,0.00005460695,0.0001927906,0.000004798005,0.00007448179,0.00002866035,0.0001860776,0.00001418938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005307147,"about_ca_system_score_gemma":0.00002255648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001353086,"about_ca_topic_score_gemma":2.994148e-7,"domain_scores_codex":[0.9987842,0.000007685853,0.0003884106,0.0002469324,0.0002013477,0.000371402],"domain_scores_gemma":[0.9991139,0.0004644031,0.00001498313,0.0001845371,0.00007258041,0.0001495791],"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":[0.000002684575,0.00002677128,5.257368e-7,0.0004720956,0.00006276365,0.000001062919,0.0001935594,0.9911484,0.004268344,0.001737491,0.00001855373,0.00206774],"study_design_scores_gemma":[0.0003380995,0.0000176103,9.359817e-7,0.0001636835,0.00001779761,5.607293e-7,0.000008972413,0.9821934,0.01008357,0.005595086,0.001340338,0.0002399043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01194074,0.0004592488,0.9867861,0.00005267768,0.00007437517,0.0002512271,0.000008358601,0.0003470275,0.00008021419],"genre_scores_gemma":[0.7722998,0.00009885964,0.2270291,0.00001340733,0.00008600554,0.0002468299,0.0000524147,0.00006934589,0.0001041652],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7603591,"threshold_uncertainty_score":0.8266768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04397540398876644,"score_gpt":0.2475559889997038,"score_spread":0.2035805850109373,"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."}}