{"id":"W2029646873","doi":"10.1016/j.automatica.2009.01.002","title":"Overlapping control systems with optimal information exchange","year":2009,"lang":"en","type":"article","venue":"Automatica","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Bipartite graph; Control theory (sociology); Decentralised system; Simple (philosophy); Controller (irrigation); Invariant (physics); LTI system theory; Mathematics; Information exchange; Information flow; Information structure; Observable; Mathematical optimization; Control (management); Linear system; Computer science; Graph; Discrete mathematics; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0001690685,0.0001348748,0.0002386491,0.00006621197,0.00004904408,0.0001156848,0.0001020899,0.00006311326,0.0000212641],"category_scores_gemma":[0.00002037331,0.0001103035,0.00003510018,0.0001157559,0.00001497869,0.0005261216,0.000003098782,0.00007855021,0.000100153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007093624,"about_ca_system_score_gemma":0.00001404923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402633,"about_ca_topic_score_gemma":0.000001463863,"domain_scores_codex":[0.9991706,0.00002349596,0.0002887406,0.00007065148,0.0002124612,0.0002340738],"domain_scores_gemma":[0.9995613,0.00006703516,0.0000468006,0.0002136233,0.00004667385,0.00006460949],"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":[0.0001744862,0.00009018299,0.0005282311,0.002301328,0.0004703077,0.00002578597,0.007996238,0.9010094,0.001527685,0.01321871,0.008009281,0.06464832],"study_design_scores_gemma":[0.001096221,0.0001370075,0.003991154,0.0001387157,0.00002513995,0.0000209937,0.0003508093,0.9868643,0.00001458256,0.00002801283,0.007143581,0.0001894576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.351666,0.001989389,0.5487711,0.001046827,0.001086519,0.002623277,0.0000464759,0.004686768,0.08808362],"genre_scores_gemma":[0.9992799,0.000004657875,0.0004123427,0.0001310716,0.00008187391,0.00005233491,0.000005461872,0.000008170216,0.00002420496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6476139,"threshold_uncertainty_score":0.4498045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004346392074501088,"score_gpt":0.1765988368985312,"score_spread":0.1722524448240301,"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."}}