{"id":"W4405327316","doi":"10.1007/978-3-031-61535-1_7","title":"Simplified Presentation of Uneven Downburst Load Case for Transmission Line Conductors","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Transmission line; Electrical conductor; Presentation (obstetrics); Electric power transmission; Meteorology; Environmental science; Line (geometry); Electrical engineering; Geography; Engineering; Medicine; 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":[0.00008179514,0.000525971,0.0004372129,0.0003476067,0.0003692957,0.0009101796,0.0008784035,0.001088743,0.02478092],"category_scores_gemma":[0.0002744123,0.0001562685,0.0003715193,0.0002676259,0.0003992207,0.0005006228,0.0004759573,0.000557044,0.001930186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004015978,"about_ca_system_score_gemma":0.0002221321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533866,"about_ca_topic_score_gemma":0.003578474,"domain_scores_codex":[0.9999142,0.00001836795,0.00000332919,0.00001417522,0.00003435979,0.00001560257],"domain_scores_gemma":[0.9999132,0.00002567529,0.00000744438,0.00001380766,0.00002995182,0.000009947707],"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":[0.0005248762,0.0001567846,0.001378717,0.0005697937,0.00003554326,0.02283112,0.001007053,0.5541632,0.08843453,0.2110653,0.05106942,0.06876371],"study_design_scores_gemma":[0.00005715468,0.0002008733,0.002641997,0.00009424958,0.00003300832,0.004044496,0.0008516917,0.8472427,0.006320362,0.04488177,0.09358884,0.00004286072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1228957,0.001306317,0.3580308,0.001667733,0.001559164,0.00021377,0.000773971,0.0019925,0.5115601],"genre_scores_gemma":[0.8386883,0.0005683571,0.02563819,0.0001886922,0.0001888658,0.00004999026,0.0003243697,0.0003505798,0.1340026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02478092,"threshold_uncertainty_score":0.08290046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251552975912988,"score_gpt":0.2347720380864245,"score_spread":0.2222565083272946,"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."}}