{"id":"W4298254699","doi":"","title":"Extended H2 Controller Synthesis for Continuous Descriptor Systems","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Controller (irrigation); Control theory (sociology); Computer science; Mathematics; Artificial intelligence; Control (management); Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003676687,0.0005483308,0.0009276707,0.0002126871,0.0002364416,0.0004230527,0.0009055937,0.0005194169,0.00003656268],"category_scores_gemma":[0.001999808,0.0006009377,0.0003233675,0.0001823454,0.00009617879,0.0002355641,0.0002965537,0.0004658653,0.00003923744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468364,"about_ca_system_score_gemma":0.00008617571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002415902,"about_ca_topic_score_gemma":0.0001022247,"domain_scores_codex":[0.9953952,0.002077692,0.0008907098,0.000638159,0.0003587795,0.0006394245],"domain_scores_gemma":[0.9932818,0.002308516,0.0005059598,0.001635427,0.002018331,0.0002499993],"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":[0.0003518932,0.00199122,0.001446011,0.00921769,0.004238268,0.00001404677,0.01667666,0.3348826,0.06877871,0.3054707,0.02117645,0.2357557],"study_design_scores_gemma":[0.001861791,4.649757e-7,0.0003294978,0.003304074,0.000338293,0.00001528029,0.0002182428,0.9400755,0.01573749,0.001087127,0.03579894,0.001233362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002641111,0.007947888,0.9683821,0.000520532,0.001510401,0.002325282,0.0002781308,0.001089564,0.015305],"genre_scores_gemma":[0.947618,0.0003693635,0.04466658,0.00002144278,0.0001628804,0.002229382,0.0002840264,0.0002039265,0.004444408],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9449769,"threshold_uncertainty_score":0.9996442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165959015384494,"score_gpt":0.2055974378752254,"score_spread":0.1939378477213804,"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."}}