{"id":"W4408173570","doi":"10.23977/jeeem.2025.080105","title":"Research on the Control of Chaotic Systems Based on the Small Gain Theorem","year":2025,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Advanced Sensor and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Small-gain theorem; Automatic gain control; Control theory (sociology); Chaotic; Chaotic systems; Control (management); Computer science; Mathematics; Artificial intelligence; Telecommunications; Machine learning; Stability (learning theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001382893,0.0001632385,0.0003306471,0.0006792169,0.00008809711,0.00002566553,0.0003867988,0.0001092349,0.000001512329],"category_scores_gemma":[0.000191823,0.00009293509,0.00008457277,0.0008086013,0.00005833329,0.00001487324,0.00001803679,0.001056238,0.000001316449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330485,"about_ca_system_score_gemma":0.00001461202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000020509,"about_ca_topic_score_gemma":3.362389e-7,"domain_scores_codex":[0.998674,0.0001270883,0.0003906304,0.0001231825,0.0002737097,0.0004114322],"domain_scores_gemma":[0.9983829,0.001113769,0.0000738013,0.0003067454,0.0000894081,0.00003341121],"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":[0.00008945886,0.0000333023,0.000003037073,0.00009393127,0.0002613192,0.00001908866,0.000005415591,0.5164389,0.006356117,0.4734438,0.0005443919,0.002711237],"study_design_scores_gemma":[0.0008324495,0.000747053,0.00005379767,0.0002903428,0.00006015651,0.00001751634,0.00007897442,0.9853334,0.005881394,0.001969083,0.004624202,0.0001116103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04045488,0.007239409,0.9356448,0.008688306,0.0004642024,0.001621999,0.000002020602,0.000239646,0.005644759],"genre_scores_gemma":[0.999262,0.0003652602,0.00005324505,0.0001147205,0.00004190731,0.00005476184,9.681125e-8,0.00001831535,0.00008969242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9588071,"threshold_uncertainty_score":0.4588887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009545055899150886,"score_gpt":0.2247545412453942,"score_spread":0.2152094853462433,"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."}}