{"id":"W4405179665","doi":"10.1109/mele.2024.3473329","title":"Digital Substations: Cyberattack detection system for small modular reactor-based power plants.","year":2024,"lang":"en","type":"article","venue":"IEEE Electrification Magazine","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Modular design; Nuclear power; Computer security; Critical infrastructure; Vulnerability (computing); Cyber-physical system; Smart grid; Electric power system; Cyber-attack; Engineering; Risk analysis (engineering); Computer science; Power (physics); Business; Electrical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005029145,0.0008684902,0.000414375,0.0008361214,0.0004111055,0.0007392114,0.000890788,0.0004885028,0.00772579],"category_scores_gemma":[0.001888034,0.0002495338,0.0002067268,0.000299312,0.0003676754,0.001037491,0.0006323191,0.0004269337,0.001480547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008519499,"about_ca_system_score_gemma":0.0005909317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714206,"about_ca_topic_score_gemma":0.002545915,"domain_scores_codex":[0.9996601,0.0001081429,0.00002540761,0.00007614439,0.0001088841,0.00002123102],"domain_scores_gemma":[0.9992294,0.000254538,0.0001542921,0.0001399696,0.0001564637,0.0000653386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002842862,0.0006842648,0.03959799,0.001077686,0.0002521128,0.001499134,0.0009746645,0.3017242,0.07735627,0.01981223,0.04606656,0.5081121],"study_design_scores_gemma":[0.0001196517,0.0004288266,0.002875504,0.00003808743,0.00006263693,0.0003295999,0.00004985886,0.9466172,0.02936897,0.00282675,0.01725052,0.00003240037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1867162,0.0006608142,0.7101118,0.0006512775,0.0003368205,0.000981861,0.002107346,0.08017258,0.0182613],"genre_scores_gemma":[0.9460099,0.0001428872,0.04841914,0.0001243216,0.00002575147,0.0001958694,0.0007468335,0.0002062086,0.004129088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00772579,"threshold_uncertainty_score":0.02584541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176484727831918,"score_gpt":0.2157459505845885,"score_spread":0.2039811033062694,"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."}}