{"id":"W2476381389","doi":"10.1109/tpwrd.2015.2480014","title":"Field Verification of Secondary Arc Extinction Logic","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"BC Hydro","keywords":"Synchronism; Electric power transmission; Engineering; Reliability (semiconductor); Fault (geology); Electrical engineering; Arc (geometry); Transmission line; Circuit breaker; Electronic engineering; Transmission system; Line (geometry); Transmission (telecommunications); Voltage; Power (physics); Mechanical engineering; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004800261,0.0002449695,0.0001741744,0.0003558976,0.0002222459,0.0002493254,0.0005966887,0.0003468814,0.003797615],"category_scores_gemma":[0.001591814,0.00007678897,0.00009561091,0.0001837047,0.0004794725,0.0004059846,0.0002949703,0.0003032063,0.0002719064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005171652,"about_ca_system_score_gemma":0.0003070667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716883,"about_ca_topic_score_gemma":0.001452263,"domain_scores_codex":[0.9994776,0.00007663172,0.00002961442,0.000105458,0.0002206986,0.00009006185],"domain_scores_gemma":[0.997551,0.0005194559,0.0002631171,0.0003943738,0.001160661,0.0001113214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001333236,0.000533473,0.009216775,0.0002997671,0.00002930866,0.0005328351,0.0004209518,0.01476926,0.910074,0.003568847,0.001352939,0.05786867],"study_design_scores_gemma":[0.0001722147,0.00346162,0.00973575,0.00002830966,0.000023128,0.000460668,0.0002359394,0.07101538,0.9089269,0.000580925,0.005336774,0.00002253449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597389,0.00005472318,0.03425763,0.0001100208,0.00005606804,0.0001145668,0.0002701596,0.0005934904,0.004804429],"genre_scores_gemma":[0.9949188,0.00001362309,0.003914823,0.00001639376,0.000002205236,0.0000126023,0.00006101102,0.00001071906,0.001049805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003797615,"threshold_uncertainty_score":0.01270431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910109301334235,"score_gpt":0.2237533468620345,"score_spread":0.2046522538486921,"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."}}