{"id":"W7008141465","doi":"","title":"Assessment of Behaviour and Cascade Failure of Tangent and End Towers of Transmission Lines Under Downbursts","year":2024,"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":"Tower; Electric power transmission; Transmission tower; Transmission line; Tangent; Power transmission; Cascade; Line (geometry)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002111599,0.000237994,0.0002145101,0.00047368,0.0003828543,0.0003453842,0.0002708748,0.0003337722,0.0009517301],"category_scores_gemma":[0.0006218568,0.0001517486,0.0002058996,0.0002201607,0.0002516302,0.0003021291,0.0002499986,0.0002926663,0.0002522755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304449,"about_ca_system_score_gemma":0.0001356994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008376586,"about_ca_topic_score_gemma":0.01337462,"domain_scores_codex":[0.9998529,0.00001334802,0.000008247322,0.00003130971,0.00006521683,0.00002899311],"domain_scores_gemma":[0.9995379,0.00006724654,0.000106087,0.00003226183,0.000186874,0.00006968735],"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":[0.00110842,0.0003227363,0.3242983,0.0002454918,0.00009046267,0.002571855,0.002864588,0.03504262,0.5995189,0.0002171782,0.0007954511,0.03292405],"study_design_scores_gemma":[0.00001542382,0.001303906,0.9009194,0.00003323073,0.00004860475,0.0004056629,0.002051576,0.04335651,0.05097628,0.00007625321,0.0007775158,0.00003548976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992595,0.00002274199,0.0002738024,0.000005505495,0.000001883876,0.000007390001,0.00006761017,0.000009935554,0.0003515331],"genre_scores_gemma":[0.9992973,0.00002979396,0.0001801334,0.00000262063,6.031503e-7,0.000003488831,0.00009239933,0.00000259087,0.0003911275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008376586,"threshold_uncertainty_score":0.01665568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332782562528333,"score_gpt":0.293469892023715,"score_spread":0.2601420663984316,"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."}}