{"id":"W2986004646","doi":"10.1007/978-3-030-31680-8_101","title":"Extended Earthing System Impedance Measurements: Precautions and Solutions","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in electrical engineering","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safe Engineering Services & Technologies (Canada)","funders":"","keywords":"Ground; Reliability engineering; Earthing system; Reliability (semiconductor); Engineering; Electrical impedance; Fault (geology); Field (mathematics); Systems engineering; Electrical engineering; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001532247,0.0004039702,0.0004619559,0.0002354134,0.0001041788,0.00006010241,0.000151425,0.0002050716,0.00003976015],"category_scores_gemma":[0.00002658603,0.0004060228,0.0001081957,0.0001297239,0.00002057956,0.00006710477,0.00004307357,0.0009775731,0.0000237646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368559,"about_ca_system_score_gemma":0.00009293364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002867424,"about_ca_topic_score_gemma":0.000002879902,"domain_scores_codex":[0.9983376,0.00001560018,0.0003394372,0.000461532,0.000241058,0.0006048069],"domain_scores_gemma":[0.9992776,0.0001973,0.00009557819,0.0002806653,0.00004576105,0.0001031313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004439963,0.0001251738,0.0005645568,0.0006081575,0.0009096769,0.00001593741,0.0009583069,0.08421531,0.01697071,0.7873588,0.0001282235,0.1081007],"study_design_scores_gemma":[0.005339484,0.001594185,0.002013202,0.006292866,0.001324291,0.0001492741,0.00001841269,0.8475761,0.007378673,0.07596554,0.0446277,0.007720257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003813013,0.01620871,0.7222709,0.000244128,0.00102691,0.001614349,0.00006503729,0.0006946416,0.2540623],"genre_scores_gemma":[0.9938779,0.00002383622,0.001519768,0.00002020898,0.000454131,0.00003245211,0.0000324762,0.00008856976,0.003950612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9900649,"threshold_uncertainty_score":0.9998392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044576427673519,"score_gpt":0.1938990416803242,"score_spread":0.183453277403589,"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."}}