{"id":"W4298001180","doi":"10.1049/stg2.12090","title":"Smart grid security: Attacks and defence techniques","year":2022,"lang":"en","type":"article","venue":"IET Smart Grid","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Atlantic Canada Opportunities Agency","keywords":"Computer security; Smart grid; Grid; Electricity; Cyber threats; Computer science; Business; Telecommunications; Engineering; Electrical engineering; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003664658,0.0002702664,0.0002781473,0.0001487086,0.0004443483,0.00006822265,0.0003773366,0.00009817133,0.0002816353],"category_scores_gemma":[0.00002978123,0.0002885271,0.0000904258,0.0003713404,0.0001427036,0.0002236177,0.0003357368,0.0006554953,0.00004488697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009121753,"about_ca_system_score_gemma":0.00003213979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006870839,"about_ca_topic_score_gemma":0.00007606354,"domain_scores_codex":[0.9983454,0.00007388466,0.00029235,0.0003971496,0.0003979498,0.0004932748],"domain_scores_gemma":[0.9992546,0.00009379874,0.00004102691,0.0004091655,0.0000320609,0.0001692777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001564445,0.0004440556,0.08475672,0.0009238786,0.0002744514,0.0006340122,0.009810095,0.005261803,0.0169189,0.003225502,0.8644606,0.01313357],"study_design_scores_gemma":[0.0003115636,0.0001989147,0.004817946,0.00004331574,0.00003133949,0.0003052985,0.0004032264,0.00509114,0.01353089,0.0008706566,0.9737065,0.0006892078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736865,0.003119968,0.0004212084,0.0006933339,0.006545503,0.0006036214,0.0002708616,0.001796962,0.0128621],"genre_scores_gemma":[0.9970249,0.0006286491,0.0004926338,0.0004714286,0.000890945,0.0002096835,0.00005247307,0.00005893248,0.0001703852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092459,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00572871580356954,"score_gpt":0.1999321013702871,"score_spread":0.1942033855667176,"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."}}