{"id":"W2897658043","doi":"10.1093/imamci/dny040","title":"Event-based impulsive control for nonlinear systems and its application to synchronization of Chua’s circuit","year":2018,"lang":"en","type":"article","venue":"IMA Journal of Mathematical Control and Information","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; University of New England; Ryerson University","keywords":"Control theory (sociology); Synchronization (alternating current); Nonlinear system; Computer science; Event (particle physics); Control (management); Physics; Artificial intelligence; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007733269,0.00009985274,0.0002911448,0.00012806,0.00009036754,0.0001104108,0.000164567,0.00006383129,0.000002406156],"category_scores_gemma":[0.0004189255,0.00007858671,0.00004726065,0.0001618579,0.0000420852,0.001707649,0.00001746922,0.00005959124,0.000004425821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003687044,"about_ca_system_score_gemma":0.0000686072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.818958e-7,"about_ca_topic_score_gemma":6.028243e-7,"domain_scores_codex":[0.9986895,0.00005593048,0.0007893221,0.0000846395,0.0002473105,0.0001332557],"domain_scores_gemma":[0.9976997,0.0002923965,0.0006016831,0.0001204001,0.001180311,0.0001054573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001287789,0.0004955726,0.0006474465,0.00376482,0.0002553994,0.000001531808,0.004967875,0.04396847,0.01326699,0.7299889,0.0003955499,0.2009597],"study_design_scores_gemma":[0.002121201,0.0007070474,0.0002607061,0.0001106419,0.00003266822,0.00002825852,0.00003619043,0.992891,0.0005304976,0.0029213,0.0002798117,0.00008074113],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02231752,0.0001223209,0.9758682,0.0007449621,0.00009474881,0.0007941268,0.00001900374,0.00001144068,0.00002767502],"genre_scores_gemma":[0.9957796,0.000007016719,0.003738828,0.000316289,0.0001273446,0.00002144781,0.00000430221,0.000003803507,0.000001377764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.973462,"threshold_uncertainty_score":0.3204673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007801532973339353,"score_gpt":0.2366738131212425,"score_spread":0.2288722801479032,"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."}}