{"id":"W2083800735","doi":"10.1080/0020772042000320777","title":"Fixed-order controller design for linear time-invariant descriptor systems: A BMI approach","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Mathematics; Controller (irrigation); LTI system theory; Linear system; Mathematical optimization; Control (management); Computer science; Mathematical analysis","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":[0.003487551,0.0002056711,0.0004783609,0.0003776119,0.000113173,0.0004002648,0.001168032,0.0000909642,0.000008142551],"category_scores_gemma":[0.0004997508,0.0001642398,0.0001551361,0.0002773964,0.0001452403,0.0008812441,0.00003044087,0.0001726652,0.00003756804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006024657,"about_ca_system_score_gemma":0.0003031206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003473356,"about_ca_topic_score_gemma":9.087238e-7,"domain_scores_codex":[0.9970407,0.00009463657,0.001057813,0.0002324466,0.001209326,0.0003650732],"domain_scores_gemma":[0.996801,0.000354784,0.0003765403,0.0001845892,0.002091314,0.0001917328],"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":[0.00018359,0.00007881675,0.00007169708,0.00007566897,0.0002497539,0.000007860363,0.0004010517,0.9661713,0.02720623,0.001739909,0.003182397,0.0006317576],"study_design_scores_gemma":[0.001763235,0.0001139692,0.0000358408,0.0002346547,0.00002800639,0.0004221314,0.0004625268,0.9773754,0.0004080247,0.00002270843,0.0189408,0.000192696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009982511,0.002858278,0.9772435,0.0002707267,0.006957225,0.000983803,0.0000370188,0.00008562769,0.001581243],"genre_scores_gemma":[0.9866029,0.00001633156,0.009859123,0.00004593988,0.002961406,0.0000783857,0.000001239911,0.00002497818,0.000409713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9766204,"threshold_uncertainty_score":0.6697504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447354937065175,"score_gpt":0.2482876423803317,"score_spread":0.2238140930096799,"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."}}