{"id":"W4321446862","doi":"10.1080/00207721.2023.2178863","title":"Design of switched high-gain observer for nonlinear systems","year":2023,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Shenzhen Fundamental Research Program","keywords":"Control theory (sociology); Convergence (economics); Nonlinear system; Observer (physics); Lyapunov function; State observer; Mathematics; Chaotic; Singularity; LTI system theory; Computer science; Linear system; Control (management); Mathematical analysis","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":[0.0004997691,0.0005359179,0.0005883746,0.0002756092,0.0003255122,0.0006836447,0.0008714242,0.000755253,0.001281207],"category_scores_gemma":[0.0006860743,0.0002717302,0.0004060223,0.0001810345,0.0005180382,0.0005594206,0.0005887002,0.0007204994,0.0003162478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005867139,"about_ca_system_score_gemma":0.0007532358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452642,"about_ca_topic_score_gemma":0.002066295,"domain_scores_codex":[0.9996959,0.00005194303,0.00002079839,0.00008306799,0.0001155325,0.0000328251],"domain_scores_gemma":[0.9997675,0.00004901035,0.00003889778,0.00002078806,0.0001093737,0.00001443732],"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":[0.0004133497,0.0001408291,0.002327502,0.0009312629,0.0001728732,0.0006339253,0.0006908923,0.5801638,0.1646627,0.06701756,0.002663791,0.1801815],"study_design_scores_gemma":[0.0000394496,0.0001334694,0.0003038318,0.00001794338,0.00001716647,0.00005000984,0.00002003067,0.9878324,0.006634789,0.002285912,0.002648691,0.00001618999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009745965,0.0001817106,0.9866225,0.00007925737,0.00007513569,0.00005096032,0.00001477029,0.0002592125,0.002970471],"genre_scores_gemma":[0.9069164,0.0003321072,0.08773211,0.000101984,0.00004730124,0.0003083784,0.00006966737,0.0000256723,0.004466197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002452642,"threshold_uncertainty_score":0.004876792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152649841483792,"score_gpt":0.2857442414541908,"score_spread":0.2542177430393529,"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."}}