{"id":"W2063580674","doi":"10.1006/jmaa.2000.6764","title":"Modal Estimation in Hybrid Systems","year":2000,"lang":"en","type":"article","venue":"Journal of Mathematical Analysis and Applications","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Modal; Estimator; Mathematics; Component (thermodynamics); State (computer science); Estimation; State estimator; Nonlinear system; Algorithm; Current (fluid); Mathematical optimization; Applied mathematics; Statistics; Engineering","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":[0.0002073665,0.00005810687,0.000255574,0.000178166,0.00002391433,0.00004340091,0.00005469699,0.00002380672,0.0001143164],"category_scores_gemma":[0.000006121904,0.00004522714,0.00008686718,0.0003551944,0.00001196097,0.00006930523,0.000002001678,0.00008087991,0.00002730641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002117044,"about_ca_system_score_gemma":0.000003523496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004488567,"about_ca_topic_score_gemma":0.000002420823,"domain_scores_codex":[0.9993008,0.00001609399,0.0004470091,0.00004880647,0.0001192952,0.00006803289],"domain_scores_gemma":[0.9997286,0.00004913279,0.00005483602,0.00008300774,0.00002527997,0.00005919721],"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":[0.000008777077,0.0001366852,0.000232591,0.0001517621,0.0006128904,0.000004841713,0.0001294634,0.913268,0.0005376772,0.007349216,0.0001475394,0.07742055],"study_design_scores_gemma":[0.0001487262,0.000008602405,0.0004561291,0.00001840945,0.0001778484,0.00004545366,0.00005114117,0.9948921,0.00003274161,0.002598776,0.001519212,0.00005083981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.319145,0.0004920224,0.6767377,0.00009250139,0.00001591939,0.0001487848,0.000003928797,0.00002877091,0.003335431],"genre_scores_gemma":[0.9991338,0.00006600638,0.0005987147,0.000005270609,0.0000407583,0.0000293894,9.337348e-7,0.000004724115,0.0001203945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6799888,"threshold_uncertainty_score":0.1844309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004912715039374824,"score_gpt":0.2201440285996541,"score_spread":0.2152313135602793,"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."}}