{"id":"W4365800313","doi":"10.2139/ssrn.4418724","title":"Safe Control of Logical Control Networks with Random Impulses","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control (management); Computer science; Control theory (sociology); 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":[0.001154719,0.0007553243,0.0006668218,0.00071827,0.0005863776,0.001867803,0.0009681627,0.0008684728,0.003218842],"category_scores_gemma":[0.005942708,0.0003537947,0.0004390512,0.0003814992,0.001957195,0.00167629,0.001606464,0.001222142,0.0003281429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148687,"about_ca_system_score_gemma":0.0009215254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802917,"about_ca_topic_score_gemma":0.001403859,"domain_scores_codex":[0.9990362,0.0002450029,0.00003466714,0.0001908743,0.000259974,0.0002333094],"domain_scores_gemma":[0.9965172,0.002017438,0.0004456228,0.0003485202,0.0004774535,0.0001937908],"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":[0.0004359148,0.00004976706,0.0005147065,0.00007987649,0.00004906998,0.0002218544,0.0001161889,0.7526695,0.007207202,0.2155636,0.001418124,0.02167419],"study_design_scores_gemma":[0.00001915484,0.00004792729,0.00005391499,0.000007165954,0.000009709674,0.00002374472,0.00001622034,0.9509083,0.001260602,0.0472234,0.0004211368,0.00000866239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06597117,0.0001827071,0.924975,0.0004704679,0.0001758407,0.00003490421,0.00006308225,0.0005883618,0.007538513],"genre_scores_gemma":[0.9831746,0.0001185193,0.0123103,0.0001026423,0.00006354962,0.00004612948,0.00003566579,0.00005449681,0.004094048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003218842,"threshold_uncertainty_score":0.01076806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005577065837271238,"score_gpt":0.2018744114381194,"score_spread":0.1962973456008481,"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."}}