{"id":"W7020057872","doi":"","title":"Joint Wind and Ice Effects on Transmission Lines in Mountainous Terrain","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icing; Terrain; Wind speed; Joint (building); Electric power transmission; Accretion (finance); Amplitude; Transmission (telecommunications)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009915802,0.0002289012,0.0002749041,0.0003269182,0.00007139723,0.00009725814,0.0001805104,0.0001433693,0.0000125596],"category_scores_gemma":[0.00001766273,0.0002485714,0.00007294698,0.0004248757,0.00002810513,0.0005663743,0.00004988139,0.0003847498,0.00004991859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009521365,"about_ca_system_score_gemma":0.00001590865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002589472,"about_ca_topic_score_gemma":0.0001822413,"domain_scores_codex":[0.9989759,0.0001065019,0.0001784053,0.0003214794,0.0001787083,0.0002390447],"domain_scores_gemma":[0.999489,0.000051251,0.0000354185,0.0001579536,0.00002096276,0.0002454113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002179835,0.00008140752,0.9236657,0.0005910795,0.000135152,0.000852267,0.004166305,0.04324364,0.01592579,0.00006609086,0.000002017825,0.01105257],"study_design_scores_gemma":[0.002407936,0.000322639,0.9820874,0.0003711225,0.0001049229,0.00001327342,0.0004588443,0.004241517,0.00777064,0.00004744083,0.001500651,0.0006736463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856578,0.00008398957,0.01305988,0.0005500889,0.00004926188,0.0001693848,0.000004720365,0.0002098636,0.0002149857],"genre_scores_gemma":[0.9989155,0.00007432827,0.0000462529,0.0005976166,0.00005427201,4.186725e-7,0.00001369705,0.00003080026,0.000267131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05842167,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828433322969117,"score_gpt":0.2535424744617557,"score_spread":0.2152581412320645,"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."}}