{"id":"W3189844922","doi":"10.1364/ofc.2021.m3c.8","title":"Lightning-Induced State of Polarization Change in OPGW Using a Transmission Line Model","year":2021,"lang":"en","type":"article","venue":"","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Transmission line; Lightning (connector); Polarization (electrochemistry); Electric power transmission; Lightning strike; Electrical engineering; Optics; Ground; Physics; Engineering","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":[0.00006561162,0.0000881918,0.0001506656,0.00006173405,0.00003146542,0.00001323507,0.00004913166,0.00001999944,0.00009432752],"category_scores_gemma":[0.000001224329,0.00008036074,0.00003587253,0.0002469711,0.000005725716,0.0001065223,0.00001846848,0.00008167011,0.000001317853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001476074,"about_ca_system_score_gemma":0.00008261122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004633697,"about_ca_topic_score_gemma":0.000006652939,"domain_scores_codex":[0.9993455,0.00002668838,0.0001989374,0.0001560208,0.00009268479,0.0001801432],"domain_scores_gemma":[0.9997358,0.000009299721,0.0000504998,0.0001074729,0.00005103127,0.00004589435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001260481,0.0001866832,0.004010038,0.00001714296,0.00001540843,0.000001337145,0.002138294,0.002507932,0.9576316,0.002294561,0.000002679557,0.0311817],"study_design_scores_gemma":[0.0005533775,0.00006517383,0.0008213635,0.00006465943,0.00001331237,4.512108e-7,0.00004953516,0.5947022,0.3987929,0.004783183,0.00002347519,0.0001303328],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461077,0.00005731967,0.0513188,0.0001527166,0.00002120878,0.00007759359,0.000004637986,0.0000122494,0.002247747],"genre_scores_gemma":[0.9938478,0.000002430988,0.005484755,0.00003693171,0.00005053001,0.000004735021,0.00002609729,0.00001190928,0.0005348253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5921943,"threshold_uncertainty_score":0.3277016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633375575951665,"score_gpt":0.2746719630450127,"score_spread":0.238338207285496,"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."}}