{"id":"W2104923402","doi":"10.1007/s10626-006-6178-4","title":"Hierarchical Fault Diagnosis for Discrete-Event Systems under Global Consistency","year":2006,"lang":"en","type":"article","venue":"Discrete Event Dynamic Systems","topic":"Petri Nets in System Modeling","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Consistency (knowledge bases); Scalability; Computation; Computer science; Event (particle physics); Fault (geology); Algorithm; Computational complexity theory; Local consistency; Distributed computing; Mathematics; Theoretical computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002452148,0.0006236563,0.00150078,0.001343576,0.0006127204,0.001225661,0.001354325,0.0008281296,0.001102221],"category_scores_gemma":[0.009403888,0.0004809526,0.0008512261,0.0008530571,0.001316037,0.002242311,0.001708324,0.001181691,0.0001368398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233907,"about_ca_system_score_gemma":0.001593503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004011772,"about_ca_topic_score_gemma":0.004553707,"domain_scores_codex":[0.998349,0.0003032523,0.0001274226,0.0003531163,0.0006388454,0.000228372],"domain_scores_gemma":[0.9933276,0.003704328,0.0008243578,0.001099895,0.0008439724,0.0001997871],"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":[0.00107743,0.0001609435,0.00864512,0.0003906046,0.0002612152,0.0005981995,0.0003701667,0.7885418,0.01444186,0.07672667,0.001272505,0.1075134],"study_design_scores_gemma":[0.00004710215,0.00005776064,0.0009301679,0.00001256054,0.00005822555,0.00005455317,0.00003405006,0.9492728,0.004592432,0.04465461,0.000273787,0.00001188716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05664009,0.000174077,0.9411489,0.0001563236,0.00004342249,0.00006600441,0.000106666,0.0007835868,0.000880899],"genre_scores_gemma":[0.9155674,0.00009619984,0.08332979,0.00006368075,0.00002992398,0.00005381408,0.0001924262,0.00004350307,0.0006233678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004011772,"threshold_uncertainty_score":0.01296836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537455306363327,"score_gpt":0.2859732222513008,"score_spread":0.2705986691876675,"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."}}