{"id":"W2141788717","doi":"10.1142/s0218127414500333","title":"Chaotification of a Class of Linear Switching Systems by Hybrid Driven Methods","year":2014,"lang":"en","type":"article","venue":"International Journal of Bifurcation and Chaos","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lyapunov exponent; Phase portrait; Mathematics; Chaotic; Class (philosophy); Control theory (sociology); Dimension (graph theory); Lyapunov function; Bifurcation diagram; Hybrid system; Applied mathematics; Bifurcation; Nonlinear system; Computer science; Pure mathematics; Control (management)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000805971,0.00006292629,0.0001493081,0.0002041086,0.00002320118,0.00004411741,0.0004147905,0.000030004,0.000002199707],"category_scores_gemma":[0.0000652852,0.00005502906,0.00005274498,0.00007532037,0.00001802654,0.0003552265,0.0000455452,0.00008374912,0.000001181166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002488459,"about_ca_system_score_gemma":0.00003026921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002130507,"about_ca_topic_score_gemma":9.367016e-7,"domain_scores_codex":[0.9988643,0.0001047434,0.000564173,0.00008250102,0.0003299067,0.00005439009],"domain_scores_gemma":[0.9981367,0.00009313809,0.0009618546,0.0001206418,0.0006465763,0.00004111038],"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":[0.00007963058,0.0003965875,0.006898946,0.0001908362,0.0003210599,0.000001866234,0.004081601,0.005614482,0.2716678,0.11667,0.0004056807,0.5936715],"study_design_scores_gemma":[0.0004059828,0.0001023978,0.001571388,0.0001087479,0.000009287402,0.00006468034,0.00005829952,0.9737704,0.01922027,0.0009830856,0.00363805,0.00006743238],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1850645,0.0000876991,0.8133802,0.000762153,0.000540773,0.00004351641,0.000007020465,0.000004875315,0.0001091732],"genre_scores_gemma":[0.9733877,0.00008785589,0.02630322,0.00006109886,0.0001197718,0.000001105728,0.0000113857,0.00000409826,0.0000237278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9681559,"threshold_uncertainty_score":0.224402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140762062258203,"score_gpt":0.3012165262631814,"score_spread":0.2898089056405994,"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."}}