{"id":"W2159016497","doi":"10.1109/tpwrd.2009.2034456","title":"Temporary Overvoltage and GPR Characteristics of Distribution Feeders With Multigrounded Neutral","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Overvoltage; Ground; Conductor; Electrical conductor; Ground-penetrating radar; Earthing system; Voltage; Engineering; Electrical engineering; Materials science; Telecommunications","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":[0.00003938227,0.0001505785,0.0001765883,0.00004593904,0.0001179695,0.00002966456,0.00005882494,0.00003467252,0.00004302479],"category_scores_gemma":[2.151716e-7,0.0001329244,0.00005569816,0.0001091725,0.00006098683,0.0001523253,5.117206e-7,0.000158668,0.000003786997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002452463,"about_ca_system_score_gemma":0.00003481944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002001956,"about_ca_topic_score_gemma":0.000002300189,"domain_scores_codex":[0.9993197,0.00001983655,0.0001761993,0.0001892716,0.000102141,0.0001928916],"domain_scores_gemma":[0.999625,0.00002965983,0.00007552585,0.000150931,0.000042,0.00007686914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01077841,0.02062519,0.06678274,0.0003733417,0.003662337,0.0001236218,0.01386376,0.004885074,0.5474287,0.01920636,0.00764383,0.3046266],"study_design_scores_gemma":[0.01924714,0.02263142,0.5947462,0.0008798895,0.001432253,0.00007084154,0.004979171,0.005413139,0.3353823,0.006813161,0.00378965,0.004614809],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994878,0.00001544955,0.0988728,0.00007379561,0.00008233348,0.000106191,0.0001695536,0.00003129959,0.00116081],"genre_scores_gemma":[0.999536,0.000007224694,0.0001110477,0.00005668353,0.00002248503,0.000005535588,0.00003800916,0.000009707559,0.0002132857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5279635,"threshold_uncertainty_score":0.5420498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004845755167953772,"score_gpt":0.1892442405598858,"score_spread":0.184398485391932,"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."}}