{"id":"W1601216252","doi":"10.1155/2015/635230","title":"The Time-Varying Characteristics of Overhead Electric Transmission Lines Considering the Induced-Ice-Shedding Effect","year":2015,"lang":"en","type":"article","venue":"Shock and Vibration","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; National Science Foundation","keywords":"Electric power transmission; Transmission line; Overhead (engineering); Transmission (telecommunications); Structural engineering; Mechanics; Icing; Tower; Engineering; Physics; Meteorology; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002811836,0.00009497532,0.0001292322,0.00004736103,0.0001750748,0.00006905755,0.00005373746,0.00005293609,0.000004687261],"category_scores_gemma":[0.00006707686,0.000056834,0.00003572192,0.0001844211,0.00001474048,0.0001518855,0.00001072448,0.00009907032,0.000003724901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001859872,"about_ca_system_score_gemma":0.00002055837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006598664,"about_ca_topic_score_gemma":0.000003690739,"domain_scores_codex":[0.9994241,0.00005469343,0.0002109363,0.0000801906,0.0001226977,0.0001074055],"domain_scores_gemma":[0.9995955,0.0001740627,0.00004839906,0.0001021031,0.00003638199,0.0000436105],"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":[0.0001354769,0.00002447154,0.004317009,0.0001918213,0.0002192566,0.000002616149,0.003337563,0.03716014,0.7321936,0.001202065,0.0009002591,0.2203157],"study_design_scores_gemma":[0.0001824894,0.00005141921,0.001130691,0.00002495302,0.00004006071,0.000003464617,0.00005287844,0.973841,0.0241497,0.0001195895,0.0003249731,0.00007880251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8620546,0.0005693199,0.135868,0.0002631928,0.0001392811,0.0001758499,0.000001562038,0.00009809468,0.0008300414],"genre_scores_gemma":[0.9995284,0.0001382013,0.0001611815,0.00002856364,0.00007823603,0.000006296605,0.00001166058,0.00001155862,0.00003592027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9366809,"threshold_uncertainty_score":0.2317623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110586943772693,"score_gpt":0.2294961470176914,"score_spread":0.2184374526404221,"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."}}