{"id":"W4285022039","doi":"10.1109/tia.2022.3189614","title":"Experimental Assessment of Grounding System Impacts on Ground Currents and Transient Overvoltage","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Notation; Ground; Algorithm; Mathematics; Discrete mathematics; Electrical engineering; Engineering; Arithmetic","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001053371,0.0001558327,0.0001649296,0.0001147562,0.0006467485,0.00003075712,0.0001331786,0.00004414495,0.0003439568],"category_scores_gemma":[8.344585e-8,0.0001673283,0.00007012731,0.0002678069,0.0000442956,0.00007150079,0.000002986529,0.0006183782,0.000003666142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194453,"about_ca_system_score_gemma":0.00006395535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001066483,"about_ca_topic_score_gemma":3.385144e-7,"domain_scores_codex":[0.9989411,0.00005680128,0.0002477318,0.0002793263,0.0002587639,0.0002162539],"domain_scores_gemma":[0.9994539,0.00005348022,0.0001039698,0.0002589189,0.00001705523,0.0001126479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003979553,0.02771892,0.006482584,0.0005458934,0.001901727,0.000007716272,0.00957417,0.09275237,0.4102349,0.3652668,0.002687745,0.08242919],"study_design_scores_gemma":[0.02738014,0.01808243,0.05787525,0.001196367,0.002210659,0.0001993159,0.1483593,0.04740163,0.6201245,0.003161673,0.06679722,0.007211608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780116,0.00002510066,0.1121916,0.00007110029,0.0002000179,0.0005572404,0.0003276629,0.00005436975,0.008561332],"genre_scores_gemma":[0.9982548,7.298584e-7,0.0001155216,0.00001908636,0.00006720597,0.001265837,0.0000229601,0.00001869161,0.0002352158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3621052,"threshold_uncertainty_score":0.6823449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157335279198198,"score_gpt":0.2849299381263534,"score_spread":0.2691964102065336,"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."}}