{"id":"W7018369677","doi":"","title":"Development of an Electronic Stability Control for Improved Vehicle Handling using Co-Simulation","year":2021,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs; University of Windsor","keywords":"Electronic stability control; Automobile handling; Process (computing); Vehicle dynamics; CarSim; Automotive industry; Controller (irrigation); Electronic control unit; Control (management)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005600482,0.0004767478,0.0004250736,0.0005053913,0.0003948488,0.0007750457,0.0007869768,0.0005417329,0.004303697],"category_scores_gemma":[0.0007362741,0.0002202552,0.0004472302,0.0002465933,0.000258558,0.0005900062,0.0007589677,0.0005364706,0.001080419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886073,"about_ca_system_score_gemma":0.0007145712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810092,"about_ca_topic_score_gemma":0.00115968,"domain_scores_codex":[0.9996305,0.00006378406,0.0000184895,0.00006179847,0.0001988639,0.00002663799],"domain_scores_gemma":[0.9996624,0.00005290203,0.00001749866,0.0000622829,0.000187577,0.00001735978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002269853,0.0003191962,0.001625272,0.0003063825,0.00009727946,0.000183236,0.0002638287,0.4047464,0.1114028,0.03883838,0.003964491,0.4380257],"study_design_scores_gemma":[0.00002938536,0.0001791941,0.0004082064,0.00002228205,0.00002226444,0.00005215776,0.00001878057,0.9564597,0.02556959,0.001152399,0.01607252,0.00001349104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008642904,0.00008036473,0.9829645,0.00005984572,0.00006807587,0.0001072451,0.00002198416,0.001118907,0.006936147],"genre_scores_gemma":[0.5448283,0.0003974065,0.4338634,0.00008099666,0.00005672437,0.0005785722,0.0002293579,0.0002370591,0.01972818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004303697,"threshold_uncertainty_score":0.01439726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544470864021991,"score_gpt":0.2360190308233228,"score_spread":0.2205743221831029,"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."}}