{"id":"W2296787152","doi":"10.1002/aic.15170","title":"Subsystem decomposition and configuration for distributed state estimation","year":2016,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Observability; Decomposition; Observable; Nonlinear system; Control theory (sociology); State (computer science); Computer science; Graph; Process (computing); Control engineering; Engineering; Algorithm; Mathematics; Control (management); Theoretical computer science; Applied mathematics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001204615,0.001161305,0.001012209,0.0009967254,0.0005938717,0.0007811331,0.000847221,0.0006177429,0.004555145],"category_scores_gemma":[0.004304576,0.0005304873,0.001000463,0.00103256,0.0007764583,0.001102704,0.001582213,0.001475385,0.001194018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005962432,"about_ca_system_score_gemma":0.0009204223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002367903,"about_ca_topic_score_gemma":0.002215785,"domain_scores_codex":[0.9987607,0.0005658488,0.00006644581,0.0002353099,0.0002819225,0.00008978944],"domain_scores_gemma":[0.9983481,0.0006411107,0.0001453347,0.0004203639,0.0004029693,0.00004213281],"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":[0.0001451206,0.00007280682,0.001467019,0.0002090404,0.00009072074,0.0002102484,0.0001959775,0.6338883,0.0162645,0.08529019,0.002788685,0.2593774],"study_design_scores_gemma":[0.00001178887,0.00005790463,0.0003858857,0.00001836097,0.00001760649,0.00005960176,0.00002589581,0.96017,0.003389992,0.03348489,0.002355978,0.00002199217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001210648,0.00003810089,0.9979421,0.00001549,0.000007774096,0.00002527149,0.0000192994,0.0001763207,0.0005649137],"genre_scores_gemma":[0.2667211,0.00023686,0.7292737,0.00007517088,0.0000530613,0.0004954905,0.0005062621,0.0002012447,0.002437045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004555145,"threshold_uncertainty_score":0.01523846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00630472884315571,"score_gpt":0.231883346926819,"score_spread":0.2255786180836633,"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."}}