{"id":"W2793902835","doi":"10.1002/gas.22040","title":"Critical Infrastructure Protection Required on Electric Grid Continually Changing","year":2018,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interconnection; Electric power transmission; Synchronization (alternating current); Electricity; Grid; George (robot); Mains electricity; Electrical engineering; Engineering; Telecommunications; Business; Computer science; Topology (electrical circuits); Geography; Voltage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007426239,0.000330844,0.0002157928,0.0005112849,0.000921489,0.002187766,0.0008229617,0.0007745406,0.01027739],"category_scores_gemma":[0.002126341,0.0001448694,0.0001547386,0.0006332226,0.0006801873,0.0028304,0.001125254,0.001207921,0.001880175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372209,"about_ca_system_score_gemma":0.001542009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930449,"about_ca_topic_score_gemma":0.002320005,"domain_scores_codex":[0.9993387,0.00008100503,0.00002775248,0.0001173625,0.000343324,0.00009188707],"domain_scores_gemma":[0.9986343,0.0002095235,0.0001023638,0.000151047,0.0007558901,0.0001467579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001488055,0.0001021502,0.005790782,0.0009161666,0.00004095227,0.002228098,0.001710719,0.01630246,0.02350282,0.3419971,0.1491491,0.4581109],"study_design_scores_gemma":[0.00002573923,0.0001138645,0.006679406,0.0005635462,0.00003592043,0.002581463,0.00212718,0.01396799,0.004015462,0.1015482,0.8682941,0.00004723129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1548143,0.01768206,0.2044822,0.05169825,0.006578405,0.0002955079,0.0008122699,0.002567223,0.5610698],"genre_scores_gemma":[0.8735327,0.01189039,0.03666716,0.005694752,0.002283778,0.00008521546,0.0006735767,0.0002562853,0.06891622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01027739,"threshold_uncertainty_score":0.03438127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006191515230203291,"score_gpt":0.2274030107908102,"score_spread":0.221211495560607,"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."}}