{"id":"W4285180269","doi":"10.1109/tia.2022.3190261","title":"Evaluating the Impacts of Grounding Systems 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":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Notation; Mathematics; Algorithm; Discrete mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007151231,0.0007420247,0.0004705045,0.0007489942,0.0002163414,0.0008825042,0.0004559511,0.0005590213,0.002099531],"category_scores_gemma":[0.00562826,0.0001625745,0.0002623679,0.0006944464,0.00030117,0.001202631,0.0004351626,0.0003329174,0.0003886768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006665041,"about_ca_system_score_gemma":0.0002849469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262327,"about_ca_topic_score_gemma":0.002208881,"domain_scores_codex":[0.9995547,0.0001228015,0.00002737669,0.00006986431,0.0001435368,0.00008157628],"domain_scores_gemma":[0.9966132,0.002405395,0.0002514936,0.0001922162,0.0004319551,0.0001057077],"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":[0.002353428,0.0003174894,0.03441582,0.0004096221,0.0001689012,0.0006352022,0.0002059751,0.7845763,0.06345176,0.001874426,0.001269831,0.1103213],"study_design_scores_gemma":[0.00006911375,0.002708794,0.03954951,0.00004330476,0.0002481492,0.0003535211,0.0003381709,0.8924321,0.06068043,0.001932511,0.001599482,0.00004502785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664328,0.000428514,0.0276798,0.00006185841,0.00004049047,0.00004256882,0.0003150544,0.0006136254,0.004385228],"genre_scores_gemma":[0.9974961,0.00008658571,0.001730441,0.00000733549,0.000006770911,0.000007527293,0.0002036371,0.00003167018,0.0004300341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00262327,"threshold_uncertainty_score":0.007023692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837320792653193,"score_gpt":0.3169258592835316,"score_spread":0.2785526513569996,"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."}}