{"id":"W2989470101","doi":"10.1139/cjce-2018-0114","title":"Galloping response of sector-shape iced eight bundle conductors","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council; National Natural Science Foundation of China; Electric Power Research Institute","keywords":"Conductor; Bundle; Electrical conductor; Aerodynamics; Structural engineering; Wind tunnel; Finite element method; Span (engineering); Aerodynamic force; Engineering; Materials science; Electrical engineering; Geometry; Aerospace engineering; Mathematics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002835621,0.0001369971,0.0003013897,0.0006165678,0.0000210815,0.00002928256,0.0001772578,0.00007705385,0.001207639],"category_scores_gemma":[0.00009644915,0.0001446014,0.0001385175,0.0003316304,0.00001457735,0.0002186234,0.000004874649,0.0002099927,0.00001584466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868929,"about_ca_system_score_gemma":0.000287187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001366206,"about_ca_topic_score_gemma":0.006081752,"domain_scores_codex":[0.9991092,0.00001925995,0.0004084487,0.00007253036,0.0001448891,0.0002456381],"domain_scores_gemma":[0.9992315,0.00007576257,0.00008649212,0.0001528498,0.0001046642,0.0003486949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001312813,0.000003102664,0.003147957,0.0001004224,0.0001607301,0.00002334691,0.0004969662,0.9661257,0.0291168,0.0001238294,0.0006294394,0.00005853644],"study_design_scores_gemma":[0.0006824984,0.0001157711,0.01018777,0.000334401,0.00006591684,0.00009508681,0.0001931958,0.9720976,0.004607249,0.00002238812,0.0112079,0.0003902386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725432,0.0007910379,0.0239122,0.0000476812,0.0009836046,0.00006532371,0.00001347953,0.00003273186,0.001610671],"genre_scores_gemma":[0.999395,0.00001467889,0.0003085447,0.00002367271,0.00007553452,5.851118e-7,0.000002502705,0.00003551431,0.0001439366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02685176,"threshold_uncertainty_score":0.9997054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006879866150087295,"score_gpt":0.1744813663982284,"score_spread":0.1676015002481411,"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."}}