{"id":"W2097534622","doi":"10.1109/acc.2011.5990847","title":"Global optimization of three-input systems using multi-unit extremum seeking control","year":2011,"lang":"en","type":"article","venue":"","topic":"Extremum Seeking Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Control theory (sociology); Offset (computer science); Convergence (economics); Global optimization; Mathematical optimization; Scalar (mathematics); Mathematics; Circumference; Unit circle; Optimization problem; Computer science; Applied mathematics; Control (management); Mathematical analysis; Geometry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003072968,0.0002750055,0.0004871279,0.0001241681,0.0000592367,0.00004676294,0.0002584951,0.0001783393,0.00006300135],"category_scores_gemma":[0.00003553647,0.0002704446,0.0001075418,0.0003117332,0.00003697246,0.0002661509,0.00002914512,0.00009271669,0.00001411009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588762,"about_ca_system_score_gemma":0.00002668176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155695,"about_ca_topic_score_gemma":0.0002977587,"domain_scores_codex":[0.9983901,0.00007107967,0.0006477653,0.0002366168,0.0002610873,0.0003933898],"domain_scores_gemma":[0.9991121,0.00004805757,0.0001590327,0.0004143915,0.0001616486,0.0001047801],"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":[0.00001990468,0.00004215126,0.06699708,0.0001903398,0.0001908228,0.000009257736,0.0001614221,0.9089205,0.02259559,0.0006689854,0.00001690206,0.000187052],"study_design_scores_gemma":[0.001396901,0.00002214884,0.001631685,0.0001603803,0.00007502265,0.00002913038,0.0001009737,0.9962267,0.00004473413,0.00001281918,0.00002942271,0.0002700993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009444677,0.0007710559,0.9771232,0.000001878079,0.001089222,0.0005116918,0.00002207386,0.000599639,0.01043655],"genre_scores_gemma":[0.9784696,0.000004295512,0.02126324,0.000008781039,0.0001275786,0.00001517851,0.00000379638,0.00005948835,0.00004811338],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9690248,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04968471913650715,"score_gpt":0.2331158214287584,"score_spread":0.1834311022922512,"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."}}