{"id":"W4310607938","doi":"10.1002/9781119808602.series","title":"Books in the IEEE Press Series on Control Systems Theory and Applications","year":2022,"lang":"en","type":"other","venue":"","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Series (stratigraphy); Computer science; Geology","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":[0.0004662493,0.0001745128,0.0002677289,0.00006711786,0.0000398434,0.00005614705,0.0002246057,0.0001086202,0.000275006],"category_scores_gemma":[0.000007305279,0.0001200604,0.00003620639,0.00004214677,0.00004139555,0.00001859544,0.000008123441,0.0002128052,0.00001075758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000393785,"about_ca_system_score_gemma":0.00000791404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002304311,"about_ca_topic_score_gemma":0.0002913206,"domain_scores_codex":[0.9991269,0.0002298685,0.0001742115,0.0001739194,0.000154315,0.0001407864],"domain_scores_gemma":[0.9991537,0.0003702432,0.00003568698,0.0004136729,0.000005168077,0.00002151085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000107684,0.00006119379,0.00009800463,0.001207123,0.00035698,0.000009133418,0.0009358915,0.01782528,0.00002898214,0.6453757,0.3317404,0.002253606],"study_design_scores_gemma":[0.0003510037,0.00002534552,0.00001381518,0.00003543733,0.00002097325,0.000005891088,0.001093728,0.0006565453,7.967928e-7,0.0002432596,0.9974041,0.0001491333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001073484,0.008727198,0.002994192,0.00003648968,0.0003096245,0.001885051,0.0001147496,0.0003033365,0.9856187],"genre_scores_gemma":[0.2655147,0.0003241974,0.000007386698,0.0003337714,0.001022833,0.01073042,0.00002186409,0.0004252094,0.7216196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6656637,"threshold_uncertainty_score":0.489592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007267917491549166,"score_gpt":0.1961203215866558,"score_spread":0.1888524040951066,"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."}}