{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001776485,0.0000586726,0.00008005992,0.00003838605,0.00007569091,0.00006591137,0.00002293387,0.00003240792,0.000008945593],"category_scores_gemma":[0.00002213541,0.00004077219,0.00002542253,0.00003031987,0.000006134462,0.0001957439,0.000001418385,0.0000392487,0.00001046374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006818545,"about_ca_system_score_gemma":0.000006058151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001392098,"about_ca_topic_score_gemma":0.000005389864,"domain_scores_codex":[0.9995839,0.00002216024,0.0001874278,0.00004715916,0.00006503358,0.00009430056],"domain_scores_gemma":[0.9997511,0.00005079158,0.00004928267,0.00003875911,0.00005475829,0.00005534252],"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":[0.0001601157,0.00001626845,0.000510838,0.0001475892,0.0001730923,0.000005340737,0.0003156925,0.0152373,0.7010636,0.0004847148,0.006065472,0.27582],"study_design_scores_gemma":[0.004110971,0.0001950092,0.006983825,0.0002619142,0.00004696649,0.0005628562,0.0001046835,0.9198257,0.05265348,0.001584437,0.01338212,0.0002879871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2311209,0.00009625527,0.7679662,0.0002120138,0.0003395756,0.0001157332,0.00001999508,0.00006945203,0.00005985458],"genre_scores_gemma":[0.9995505,0.00002689687,0.0002395733,0.000009959157,0.00008301427,0.00001532271,0.000006004712,0.000008974278,0.00005978635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9045885,"threshold_uncertainty_score":0.1662642,"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."}}