{"id":"W2734814867","doi":"10.1109/tii.2017.2720679","title":"On the Impact of Cyber Attacks on Data Integrity in Storage-Based Transient Stability Control","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Informatics","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Texas A and M University","keywords":"Transient (computer programming); Smart grid; Electric power system; Computer science; Data integrity; Controller (irrigation); Focus (optics); Stability (learning theory); Power grid; Parametric statistics; Computer security; Power (physics); Engineering; Electrical engineering","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":[0.0007913861,0.0002147488,0.0002995595,0.0001306955,0.0002387436,0.00008595011,0.0007927358,0.0002715829,0.000134526],"category_scores_gemma":[0.0001264465,0.0001430538,0.0001415775,0.0001365211,0.0001968827,0.0003952033,0.000002133333,0.001485378,0.00002083482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100675,"about_ca_system_score_gemma":0.0001532762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003385879,"about_ca_topic_score_gemma":0.0002169651,"domain_scores_codex":[0.9986444,0.00008239633,0.0005764867,0.0001147796,0.0003257739,0.0002561681],"domain_scores_gemma":[0.9976262,0.0006585832,0.0001306098,0.001455055,0.00004440851,0.00008510424],"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":[0.0004342936,0.0003068199,0.0001302602,0.00003093539,0.00006970774,0.000001234463,0.001213209,0.9936594,0.00007273722,0.00003015291,0.0009898818,0.003061332],"study_design_scores_gemma":[0.004433448,0.0006899248,0.00231574,0.0003134385,0.00004934522,0.000001386298,0.0004293893,0.976995,0.0141523,0.00002765781,0.0002648954,0.0003274572],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374842,0.000002381591,0.05838016,0.000199567,0.001073785,0.0006356972,0.001046851,0.00005291812,0.001124428],"genre_scores_gemma":[0.9998246,0.000007796726,0.0000255397,0.00004652677,0.00005172493,0.00001956383,0.000008936589,0.00001176721,0.000003503371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06234043,"threshold_uncertainty_score":0.6453313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062728536499492,"score_gpt":0.3074434062048365,"score_spread":0.2011705525548872,"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."}}