{"id":"W2095223361","doi":"10.1080/00207720601014313","title":"Practical stability of closed-loop descriptor systems","year":2006,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Stability (learning theory); Lyapunov function; Simple (philosophy); Mathematics; Invariant (physics); Closed loop; Loop (graph theory); Computer science; LTI system theory; Control (management); Linear system; Control engineering; Artificial intelligence; Engineering; Nonlinear system; Machine learning","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":[0.00257941,0.0001368807,0.0003745043,0.0002864416,0.00004738904,0.0002129888,0.0007849984,0.00006569932,0.00001216465],"category_scores_gemma":[0.0003944339,0.0001134704,0.00012364,0.0003006241,0.000324388,0.000903971,0.00003784734,0.0001911124,0.000008132277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005040272,"about_ca_system_score_gemma":0.0003256019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005072276,"about_ca_topic_score_gemma":0.00001230978,"domain_scores_codex":[0.9965633,0.00008802889,0.001233939,0.0001615003,0.001710493,0.0002426942],"domain_scores_gemma":[0.9969722,0.0002683101,0.0005007061,0.0002243318,0.001920554,0.0001138779],"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":[0.0003546679,0.0006438626,0.07447042,0.0007290971,0.0004573301,0.0002300436,0.0008501073,0.1617443,0.6947494,0.05751368,0.007245652,0.001011454],"study_design_scores_gemma":[0.009563163,0.00155671,0.07914467,0.004752943,0.0003028455,0.008951846,0.01794505,0.7090946,0.1057709,0.001688725,0.05885144,0.002377006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545165,0.001516108,0.02305558,0.0001857035,0.01598885,0.0002591837,0.00002899298,0.00004618439,0.004402937],"genre_scores_gemma":[0.998669,0.0000113618,0.0002883994,0.000004784247,0.0009703581,0.000006093159,5.982945e-7,0.00001033802,0.00003903598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5889785,"threshold_uncertainty_score":0.4627188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750644049190504,"score_gpt":0.2741917412496337,"score_spread":0.2466853007577287,"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."}}