{"id":"W1971186875","doi":"10.3182/20050703-6-cz-1902.01634","title":"ADAPTIVE OUTPUT FEEDBACK EXTREMUM SEEKING CONTROL OF LINEAR SYSTEMS","year":2005,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Extremum Seeking Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Adaptive control; Lyapunov function; Control (management); Output feedback; Linear system; Horizon; Mathematics; Engineering; Computer science; Nonlinear system","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":[0.0004673425,0.0004393174,0.00080839,0.0002597689,0.0001073735,0.0001148081,0.0004277077,0.0002525817,0.00001869022],"category_scores_gemma":[0.0001077029,0.0004508479,0.0001887726,0.0003248054,0.00008400114,0.000586939,0.00004672343,0.0003377119,0.0001706271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435955,"about_ca_system_score_gemma":0.00003130744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001020804,"about_ca_topic_score_gemma":0.0000130489,"domain_scores_codex":[0.9975119,0.00001773272,0.0008525279,0.0004141181,0.0005318233,0.0006718782],"domain_scores_gemma":[0.9988307,0.00009843153,0.000273914,0.000228074,0.0003931349,0.0001757148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003656519,0.0003530786,0.06892651,0.003181668,0.002047048,0.00002268166,0.009830466,0.07614376,0.7713116,0.00512124,0.0212211,0.04147519],"study_design_scores_gemma":[0.001353071,0.00008546889,0.0007243115,0.0004006037,0.00007955126,0.00003198198,0.0007002311,0.976882,0.0005327652,0.00002428544,0.01872602,0.0004596763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.434252,0.02790814,0.4198145,0.0006047926,0.004852661,0.004394036,0.0002197603,0.006139138,0.1018149],"genre_scores_gemma":[0.9956381,0.00003453395,0.001375817,0.00003181371,0.001316305,0.00008333317,0.000002844038,0.0001348764,0.001382315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9007382,"threshold_uncertainty_score":0.9997943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162902622970106,"score_gpt":0.1996482757122846,"score_spread":0.1880192494825835,"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."}}