{"id":"W4235573245","doi":"10.1109/61.956743","title":"Influence of representation model and voltage harmonics on metal oxide surge arrester diagnostics","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Vacuum and Plasma Arcs","field":"Physics and Astronomy","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Harmonics; Surge arrester; Lightning arrester; Compensation (psychology); Voltage; Surge; Electrical engineering; Electronic engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005782047,0.0005250503,0.0004178805,0.0002689745,0.0001945714,0.0006774585,0.0004354622,0.0006543769,0.0009083429],"category_scores_gemma":[0.004891654,0.00017672,0.0002660065,0.0001653302,0.0003562119,0.0006233179,0.000260602,0.0005026471,0.0001990404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617195,"about_ca_system_score_gemma":0.0003632109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003630672,"about_ca_topic_score_gemma":0.001880802,"domain_scores_codex":[0.9995276,0.0001710726,0.00001688985,0.00004734996,0.0001760403,0.0000611035],"domain_scores_gemma":[0.9978967,0.001585119,0.0001879056,0.0001561174,0.0001461268,0.00002809274],"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":[0.0004867896,0.00005521199,0.003716568,0.00008344294,0.00002197677,0.000237649,0.00009893778,0.9623809,0.01536225,0.001688294,0.0002233343,0.01564448],"study_design_scores_gemma":[0.00001548898,0.0002127367,0.0008430401,0.000008647488,0.0000181364,0.00009673738,0.00002506191,0.983886,0.01416311,0.0004854393,0.0002361381,0.000009570636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.806344,0.0003062126,0.1855381,0.0002805712,0.00005840309,0.0000742074,0.0001589704,0.001666225,0.005573117],"genre_scores_gemma":[0.9975592,0.00005646877,0.001939912,0.00001107671,0.000003847618,0.000008282821,0.00003039396,0.00002306133,0.0003676847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003630672,"threshold_uncertainty_score":0.007219076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585058281336564,"score_gpt":0.2396848841103638,"score_spread":0.2238343012969982,"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."}}