{"id":"W2984988196","doi":"10.1109/tac.2019.2953452","title":"Auditor Product and Controller Synthesis for Nondeterministic Transition Systems With Practical LTL Specifications","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Automatic Control","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canada Research Chairs","keywords":"Nondeterministic algorithm; Transition system; Computer science; Product (mathematics); Controller (irrigation); Programming language; Algorithm; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006960216,0.0002413416,0.0004303555,0.0001981894,0.0002402221,0.0002430762,0.0002598919,0.00008883706,0.00002728175],"category_scores_gemma":[0.00008845414,0.0001997251,0.00009317478,0.0002467322,0.00008365349,0.0006175624,8.665115e-7,0.0001472741,0.00008768753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009600064,"about_ca_system_score_gemma":0.000128124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006697577,"about_ca_topic_score_gemma":0.000002394691,"domain_scores_codex":[0.9980556,0.0002540449,0.0004663664,0.0005695999,0.0003522989,0.0003021393],"domain_scores_gemma":[0.9971112,0.001652501,0.0002262701,0.0006988905,0.0001915365,0.0001195761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003693466,0.005062166,0.00004562128,0.003910847,0.002608593,0.00003683396,0.006433007,0.09261661,0.06298017,0.1240884,0.001319385,0.6972049],"study_design_scores_gemma":[0.002085771,0.0004618314,0.0002806108,0.0001144187,0.0001875044,0.0001038036,0.00009018921,0.9935858,0.002251851,0.0001111638,0.0004592256,0.0002677982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00365004,0.00002144475,0.9899716,0.001757043,0.001042869,0.003032813,0.00005385701,0.0003255011,0.0001448805],"genre_scores_gemma":[0.8273503,0.000004905949,0.1707364,0.00009766488,0.00008043435,0.001554805,8.412086e-7,0.00002317544,0.0001514832],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9009692,"threshold_uncertainty_score":0.8144554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960110267627527,"score_gpt":0.2743502252131971,"score_spread":0.2447491225369219,"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."}}