{"id":"W4255213437","doi":"10.1109/icps.2018.8369995","title":"DC microgrid grounding strategies","year":2018,"lang":"en","type":"article","venue":"","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jacobs (Canada); S2e Technologies (Canada); Western University","funders":"","keywords":"Ground; Microgrid; Reliability (semiconductor); Reliability engineering; Engineering; Stray voltage; Fault (geology); Electrical engineering; Transient (computer programming); Earthing system; Mode (computer interface); Voltage; Computer science; Power (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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005692869,0.00005061133,0.00004763545,0.00002827468,0.00004389455,0.00006638117,0.00003475091,0.0000351058,0.0001572681],"category_scores_gemma":[0.000001540704,0.00004372686,0.00001551368,0.00006747074,0.00001369928,0.0001483809,0.000005029378,0.00003854559,0.0003307884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002038373,"about_ca_system_score_gemma":0.000003231857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008196064,"about_ca_topic_score_gemma":0.0000624153,"domain_scores_codex":[0.9997202,0.000004067505,0.00007451804,0.00005617462,0.00003852836,0.0001065537],"domain_scores_gemma":[0.9998836,0.000003612964,0.000005314304,0.00007172766,0.00001501589,0.00002074337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006832854,0.00001551036,0.0004994342,0.0001745848,0.00008593904,0.000005707343,0.001532951,0.000496001,0.8665166,0.0223793,0.01519868,0.0930884],"study_design_scores_gemma":[0.0005229475,0.0002209193,0.00546732,0.00009253102,0.00001340841,0.0000911042,0.004385991,0.02800087,0.2251149,0.001631244,0.7337737,0.0006851053],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6312727,0.0001904167,0.137964,0.00001676241,0.001543339,0.0001248645,8.047484e-7,0.0009574146,0.2279297],"genre_scores_gemma":[0.9981676,0.00000672177,0.0008705101,0.000007800972,0.0005265806,0.000007053715,5.685489e-7,0.00001048223,0.0004027012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.718575,"threshold_uncertainty_score":0.4251726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009559077978734834,"score_gpt":0.2227481450330552,"score_spread":0.2131890670543203,"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."}}