{"id":"W4379524654","doi":"10.1109/icps57144.2023.10142123","title":"Digital Protection Against Arcing Current Faults on the Secondary Side of a Three Phase Power Transformer","year":2023,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Transformer; Voltage; Side channel attack; Electronic engineering; Impulse (physics); Electrical engineering; Computer science; Engineering; Physics","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":[0.0000771673,0.000275744,0.0001731768,0.0003154943,0.0001296323,0.0003477802,0.0002117995,0.0002256043,0.001590403],"category_scores_gemma":[0.0003821633,0.00006570862,0.0001406203,0.0001582372,0.0001931531,0.0002509929,0.0001505371,0.000218881,0.0002862334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705568,"about_ca_system_score_gemma":0.0001188968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002679323,"about_ca_topic_score_gemma":0.0005143505,"domain_scores_codex":[0.9999074,0.0000101727,0.000004809735,0.0000160159,0.00005022002,0.00001153322],"domain_scores_gemma":[0.9998013,0.00006311117,0.0000457996,0.00003395028,0.00004395734,0.00001187544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004932018,0.00006091833,0.002770677,0.0002296744,0.00002627699,0.0003026896,0.0001112031,0.00655624,0.7435603,0.001910185,0.0007458996,0.2432329],"study_design_scores_gemma":[0.00007791504,0.001574952,0.01812936,0.0000676713,0.0001136046,0.002790598,0.0001685311,0.1479368,0.811079,0.00338378,0.01465716,0.00002051743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4247977,0.0007502309,0.5633253,0.0002271613,0.0001045932,0.00008964507,0.0001476582,0.001918941,0.008638721],"genre_scores_gemma":[0.9810876,0.0002110064,0.01712327,0.00004553126,0.00002383651,0.000007891574,0.0000624536,0.00001779208,0.001420704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001590403,"threshold_uncertainty_score":0.00532043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420341376076983,"score_gpt":0.2513148943021004,"score_spread":0.2271114805413305,"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."}}