{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007889159,0.0004460017,0.0007943427,0.0006029762,0.0003543818,0.001032491,0.0004774457,0.0006980075,0.002435948],"category_scores_gemma":[0.002834268,0.0004075411,0.0004203247,0.0004676054,0.0007975655,0.001183672,0.000982996,0.001047817,0.0002529913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004036795,"about_ca_system_score_gemma":0.0003126629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003723375,"about_ca_topic_score_gemma":0.002086027,"domain_scores_codex":[0.9997054,0.0001123623,0.00001596801,0.00005614141,0.00008774272,0.00002246767],"domain_scores_gemma":[0.9986142,0.001009741,0.00008380959,0.00007385295,0.0001910577,0.00002734228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001721948,0.0000769605,0.001001672,0.0002730754,0.000121282,0.00007285055,0.0002175546,0.6888847,0.007118792,0.1362104,0.002488313,0.1633622],"study_design_scores_gemma":[0.000003305116,0.0000134238,0.0001924716,0.000007054761,0.000005903013,0.000008406067,0.00001036843,0.9792891,0.0002811542,0.01971948,0.0004628558,0.000006453298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01128938,0.001045233,0.9845139,0.0002231299,0.00008202951,0.00001194856,0.00002489307,0.00008768305,0.002721848],"genre_scores_gemma":[0.9274724,0.001486376,0.06228166,0.00009588572,0.0002753211,0.00007445266,0.0000981858,0.00004880155,0.008167034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003723375,"threshold_uncertainty_score":0.008149087,"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."}}