{"id":"W2045543421","doi":"10.1016/j.engstruct.2014.11.045","title":"Failure analysis of guyed transmission lines during F2 tornado event","year":2014,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tornado; Engineering; Structural engineering; Parametric statistics; Tower; Transmission tower; Meteorology; Mathematics; Physics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000260527,0.0005439651,0.0004612291,0.001332875,0.0006290163,0.0003870599,0.0006302855,0.00077995,0.002053695],"category_scores_gemma":[0.0006087843,0.0002211166,0.0004723213,0.0004524262,0.000355357,0.0002691831,0.0001944435,0.0003834089,0.0003183241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272775,"about_ca_system_score_gemma":0.0001961875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0162492,"about_ca_topic_score_gemma":0.01166121,"domain_scores_codex":[0.9998549,0.00001724752,0.000006662663,0.00003776265,0.00003943574,0.00004397085],"domain_scores_gemma":[0.9996768,0.00007650794,0.00004950731,0.00002944383,0.0001258564,0.0000419053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002763104,0.0004875467,0.275527,0.0003931767,0.0003112873,0.008211822,0.001455695,0.5591087,0.1012132,0.001429069,0.003857483,0.04524193],"study_design_scores_gemma":[0.00002606511,0.0004533824,0.3435965,0.0000299157,0.00008174135,0.0005132378,0.000840463,0.6450182,0.008295373,0.0002596578,0.0008325629,0.00005303993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969032,0.00004300702,0.001935304,0.00001964891,0.000008543955,0.000008515988,0.0002387693,0.00006552206,0.0007774699],"genre_scores_gemma":[0.9992411,0.00001083642,0.0002156348,0.000001848707,0.000001537766,0.000003775799,0.0001350202,0.000006548968,0.0003836337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0162492,"threshold_uncertainty_score":0.03230923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001682275192708436,"score_gpt":0.1781609946229195,"score_spread":0.1764787194302111,"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."}}