{"id":"W1577086563","doi":"10.1109/eeeic.2015.7165427","title":"Impact of Ferroresonance on protective relays in Manitoba Hydro 230 kV electrical network","year":2015,"lang":"en","type":"article","venue":"","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ferroresonance in electricity networks; Tripping; Transformer; Circuit breaker; Protective relay; Electrical engineering; Electric power system; Engineering; Power-system protection; Electrical network; Overvoltage; Power network; Reliability engineering; Relay; Voltage; Power (physics); Physics","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":[0.0001419928,0.0002367939,0.0001322958,0.0002752143,0.0003895019,0.0003684451,0.0002368154,0.0002304555,0.001130684],"category_scores_gemma":[0.0004037237,0.000119474,0.0001014261,0.00023548,0.0003925225,0.0002128955,0.0002106958,0.0001460955,0.0001117598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311719,"about_ca_system_score_gemma":0.0005722872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05458787,"about_ca_topic_score_gemma":0.08899754,"domain_scores_codex":[0.9999288,0.00002278368,0.000002409183,0.00001058586,0.00002211996,0.00001322945],"domain_scores_gemma":[0.9998486,0.00005834879,0.00002251858,0.000008150503,0.00005086516,0.00001147957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00112353,0.0001716497,0.09931619,0.0003413382,0.00009787135,0.00883312,0.002304088,0.6959632,0.1375155,0.005356973,0.002432138,0.04654448],"study_design_scores_gemma":[0.00007784566,0.0009429972,0.1233625,0.00008933386,0.0001959451,0.001356809,0.004511992,0.8023217,0.0580917,0.001780239,0.007209183,0.00005975349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993467,0.0001020491,0.001934995,0.00007217748,0.00000493394,0.00001086592,0.00003800291,0.00005682942,0.004313029],"genre_scores_gemma":[0.9988663,0.0000702374,0.0003503026,0.000006501323,5.782675e-7,0.000001939516,0.00002005063,0.000004359715,0.0006797672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9454122,"threshold_uncertainty_score":0.1085403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731444412540038,"score_gpt":0.2737115418812551,"score_spread":0.2363970977558547,"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."}}