{"id":"W3211484594","doi":"10.23977/jeis.2021.61008","title":"A New Link Isolation Algorithm based on Complex Network Theory for Preventing Cascading Failures in Power Grid","year":2021,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cascading failure; Computer science; Betweenness centrality; Isolation (microbiology); Electric power system; Vulnerability (computing); Metric (unit); Distributed computing; Joint (building); Centrality; Construct (python library); Power-system protection; Power (physics); Algorithm; Reliability engineering; Computer network; Computer security; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000781005,0.0009099325,0.0009304113,0.001228536,0.001052316,0.0009500699,0.001194182,0.0008210983,0.001890208],"category_scores_gemma":[0.003477639,0.0003216573,0.0005506717,0.0008458078,0.0006817683,0.002003862,0.001188813,0.001189238,0.0003257124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008376968,"about_ca_system_score_gemma":0.001521184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004111516,"about_ca_topic_score_gemma":0.003912755,"domain_scores_codex":[0.9995344,0.00009372291,0.00003190325,0.0001390377,0.0001443658,0.00005650875],"domain_scores_gemma":[0.9988397,0.0005135496,0.0001813399,0.0000861552,0.0002939608,0.00008532485],"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":[0.0001242393,0.00008253101,0.001895823,0.0001388715,0.00007635973,0.0001020073,0.0001590301,0.755381,0.005963824,0.01936654,0.004093905,0.2126158],"study_design_scores_gemma":[0.00001460285,0.00003211214,0.0001785317,0.00000609342,0.00001282175,0.00004313967,0.00002005131,0.9931143,0.0008677018,0.004905479,0.0007965184,0.000008728155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01160542,0.0002253959,0.9863803,0.0001435477,0.00004991699,0.00005138339,0.00003096536,0.000294042,0.001219167],"genre_scores_gemma":[0.5246339,0.0004683358,0.4696216,0.0002345282,0.0001205919,0.0003416715,0.0003034713,0.0001341682,0.004141716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004111516,"threshold_uncertainty_score":0.008175194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007973196951051854,"score_gpt":0.2705894866022825,"score_spread":0.2626162896512307,"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."}}