{"id":"W1992738812","doi":"10.1115/1.2754307","title":"Global Bifurcation Analysis of a Nonlinear Road Vehicle System","year":2007,"lang":"en","type":"article","venue":"Journal of Computational and Nonlinear Dynamics","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Limit cycle; Center manifold; Nonlinear system; Bifurcation; Parameter space; Saddle-node bifurcation; Mathematics; Hopf bifurcation; Limit (mathematics); Bifurcation theory; Control theory (sociology); Bifurcation diagram; Stability (learning theory); Mathematical analysis; Biological applications of bifurcation theory; Period-doubling bifurcation; Point (geometry); Physics; Geometry; Computer science","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":[0.000139334,0.000185579,0.0003111392,0.0005295688,0.0002841032,0.0002807918,0.0001378904,0.0002821338,0.001455167],"category_scores_gemma":[0.0003587751,0.00009024389,0.000235416,0.0001108969,0.0004702243,0.0003200031,0.0003799506,0.0002066537,0.0001533988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165652,"about_ca_system_score_gemma":0.0001805744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165733,"about_ca_topic_score_gemma":0.00058584,"domain_scores_codex":[0.999954,0.00001339606,0.000001700369,0.000008218099,0.00001527177,0.000007425],"domain_scores_gemma":[0.999912,0.00003043669,0.00001580573,0.000007541064,0.00002559761,0.000008460988],"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":[0.000158149,0.00004854,0.005590212,0.000116582,0.00007874419,0.001061359,0.0005422235,0.7791154,0.1001034,0.09196839,0.0007314983,0.02048554],"study_design_scores_gemma":[0.000005957999,0.00003171367,0.001487642,0.000004208535,0.000005396985,0.00007587716,0.0000545743,0.9862568,0.00228792,0.009367114,0.0004131621,0.000009622929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8662308,0.0002656491,0.1218928,0.0001519158,0.00001873611,0.00002600576,0.00004903112,0.0001248554,0.01124011],"genre_scores_gemma":[0.9962897,0.00005220171,0.002377416,0.000007273805,0.000004652967,0.0000102054,0.00001748442,0.00001060067,0.001230462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001455167,"threshold_uncertainty_score":0.004867971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003769883208446804,"score_gpt":0.2182594437798968,"score_spread":0.2144895605714499,"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."}}