{"id":"W7000558922","doi":"","title":"Fault Location in High Voltage Shunt Capacitor Banks","year":2017,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Downtime; Capacitor; Fault (geology); Relay; Capacitance; Power-system protection; Voltage; MATLAB; High voltage; Protective relay","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002050403,0.0002711831,0.0002056142,0.0004093029,0.0002959495,0.0005228245,0.0003651158,0.0004718969,0.001281121],"category_scores_gemma":[0.001291125,0.0001493631,0.0001460124,0.0004036133,0.0003143364,0.0005692206,0.0002410833,0.0002254802,0.0001915728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952868,"about_ca_system_score_gemma":0.0004436885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004775412,"about_ca_topic_score_gemma":0.003700303,"domain_scores_codex":[0.9998702,0.0000292557,0.000006211446,0.00002733258,0.00005312376,0.00001389522],"domain_scores_gemma":[0.9995723,0.000171969,0.00009729091,0.00003724656,0.0001016161,0.00001952219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000285793,0.00003726617,0.005140297,0.0001184388,0.0000221612,0.0004209752,0.0002227319,0.8616127,0.03934116,0.005734973,0.001325471,0.08573804],"study_design_scores_gemma":[0.00001830794,0.00008275912,0.001446216,0.00001449188,0.000009225005,0.0001625025,0.00008177647,0.9762846,0.01909724,0.002033853,0.0007584702,0.00001056848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5371869,0.0003048445,0.4554271,0.0002127474,0.00007263993,0.00004413068,0.0000768263,0.001069953,0.005604813],"genre_scores_gemma":[0.9779905,0.00005760658,0.02108498,0.00001036108,0.000004520391,0.000004992207,0.00001967963,0.00001119685,0.0008160819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004775412,"threshold_uncertainty_score":0.009495199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04893531375591015,"score_gpt":0.2807677266646435,"score_spread":0.2318324129087334,"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."}}