{"id":"W4389777073","doi":"10.1109/sipda59763.2023.10349188","title":"Volt-time Flashover Characteristics and Lightning Performance of a Compact EHV Transmission Line with Composite Insulated Cross-arms","year":2023,"lang":"en","type":"article","venue":"","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society","funders":"","keywords":"Arc flash; Transmission line; Lightning (connector); Electric power transmission; Electrical engineering; Voltage; Transient (computer programming); Line (geometry); Composite number; Volt; Engineering; Materials science; Physics; Computer science; Power (physics); Composite material; Mathematics; Geometry","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":[0.0001206731,0.0002397586,0.0001754178,0.0002453898,0.00009164209,0.0002013717,0.0002167806,0.0002788255,0.0007653856],"category_scores_gemma":[0.0003065162,0.00006861916,0.0001201177,0.0002167112,0.0001525821,0.0002761037,0.00008285091,0.0001586007,0.00009861723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912042,"about_ca_system_score_gemma":0.00005291382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000350122,"about_ca_topic_score_gemma":0.0004615071,"domain_scores_codex":[0.9999425,0.000008934182,0.000003500825,0.00001260644,0.00002239602,0.00001004322],"domain_scores_gemma":[0.9998123,0.00007473828,0.00004178363,0.00002170956,0.00003874366,0.00001065155],"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":[0.0007128639,0.0001203998,0.01040313,0.0002210878,0.00005037586,0.0007807171,0.0003181899,0.09753019,0.8603485,0.0004435759,0.0003918634,0.02867904],"study_design_scores_gemma":[0.00006280811,0.003424521,0.04181949,0.00002454193,0.0000853235,0.0007151085,0.0003327114,0.3126997,0.6383981,0.0003485426,0.002051763,0.00003743593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995998,0.00004585994,0.003355697,0.00001168022,0.000002620743,0.000003718684,0.0000509472,0.00006675319,0.0004647703],"genre_scores_gemma":[0.9992046,0.00001423898,0.0005757061,0.000001653099,5.446379e-7,0.000001611018,0.00002920797,0.000004502571,0.0001679604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007653856,"threshold_uncertainty_score":0.002560437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005514738314295541,"score_gpt":0.2177578688280713,"score_spread":0.2122431305137757,"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."}}