{"id":"W4414309561","doi":"10.1016/j.ijepes.2025.111149","title":"A comprehensive review on power system resilience: Definition, assessment, and enhancement strategies","year":2025,"lang":"en","type":"article","venue":"International Journal of Electrical Power & Energy Systems","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Resilience (materials science); Reliability (semiconductor); Electric power system; Variety (cybernetics); Confusion; Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002877848,0.0001818844,0.0004420166,0.0003727122,0.00005862864,0.0001424032,0.0003198008,0.00007830864,0.00003145261],"category_scores_gemma":[0.00004150598,0.0001437703,0.0001390629,0.0003584579,0.00004663628,0.0002202936,0.00002305577,0.0002780138,0.000002670139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004548006,"about_ca_system_score_gemma":0.0001528271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002499778,"about_ca_topic_score_gemma":0.000001430331,"domain_scores_codex":[0.9980758,0.0001347428,0.00080607,0.0001668916,0.0006258115,0.0001907154],"domain_scores_gemma":[0.998677,0.0001990924,0.0002172544,0.0001450773,0.0006870403,0.00007450647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002129017,0.000286405,0.0008016059,0.001465936,0.003210588,0.000303661,0.0001451232,0.1359568,0.0120109,0.8073601,0.03125723,0.00698884],"study_design_scores_gemma":[0.009553191,0.006055348,0.02421846,0.06858983,0.002011465,0.004263558,0.007922452,0.1937454,0.01510282,0.02025145,0.6437916,0.00449444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09612461,0.1683509,0.6049259,0.001628548,0.008876459,0.0005137452,0.00003007309,0.0002040682,0.1193457],"genre_scores_gemma":[0.9942127,0.005174574,0.0001366191,0.0003239672,0.00007807084,0.00001155312,0.000003862275,0.000008654863,0.0000500032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8980881,"threshold_uncertainty_score":0.5862784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007486576034785806,"score_gpt":0.2816588594902586,"score_spread":0.2741722834554728,"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."}}