{"id":"W2107246952","doi":"10.1109/icpst.2002.1053512","title":"Improving the reliability of power systems with more accurate grounding system resistance estimates","year":2003,"lang":"en","type":"article","venue":"","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safe Engineering Services & Technologies (Canada)","funders":"","keywords":"Reliability (semiconductor); Ground; Electric power system; Range (aeronautics); Voltage; Earthing system; Reliability engineering; Grid; Power (physics); Function (biology); Computer science; Power grid; Electrical engineering; Electronic engineering; Engineering; Mathematics; Physics; Geometry; Aerospace 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":[0.002853568,0.0009596933,0.0009151119,0.001659524,0.0002872159,0.001177341,0.0007640164,0.0008233449,0.002458774],"category_scores_gemma":[0.02472543,0.0004779839,0.0005288188,0.001075473,0.0004584038,0.002594468,0.0007385046,0.0008175923,0.001091299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004553565,"about_ca_system_score_gemma":0.0004172479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571903,"about_ca_topic_score_gemma":0.001798523,"domain_scores_codex":[0.9976228,0.001052107,0.0001607501,0.0002482667,0.0008196838,0.00009636131],"domain_scores_gemma":[0.9883788,0.005228368,0.001440399,0.002831541,0.002037481,0.00008343039],"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":[0.0002924934,0.00007790259,0.01566665,0.000279556,0.0001256081,0.0001685819,0.0003330801,0.7583256,0.02723003,0.003755371,0.001580062,0.1921651],"study_design_scores_gemma":[0.00007755683,0.0004035938,0.01578257,0.0000827454,0.0001496462,0.0002497187,0.0001066646,0.9401113,0.02781517,0.01011408,0.005009627,0.00009743015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.186775,0.0009227969,0.8053889,0.0004260051,0.00008331351,0.00007150527,0.0003146733,0.003829674,0.002188038],"genre_scores_gemma":[0.8771429,0.0003985165,0.1209992,0.00004543917,0.00006121609,0.00004169737,0.0004152876,0.0002117983,0.0006839861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002853568,"threshold_uncertainty_score":0.0150913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005059372682858904,"score_gpt":0.2019297152379038,"score_spread":0.1968703425550448,"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."}}