{"id":"W3144630798","doi":"10.1016/j.engstruct.2021.112016","title":"Reliability assessment of existing transmission line towers considering mechanical model uncertainties","year":2021,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Slippage; Tower; Reliability (semiconductor); Context (archaeology); Structural engineering; Transmission tower; Network topology; Engineering; Reliability engineering; Transmission line; Progressive collapse; Electric power transmission; Nonlinear system; Topology (electrical circuits); Computer science; Reinforced concrete; Geology","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":[0.001368666,0.0006001659,0.0004543937,0.0009131408,0.0002534701,0.0005161409,0.0006792904,0.000874689,0.0008083862],"category_scores_gemma":[0.0043787,0.0003621603,0.0005329342,0.0003747926,0.000379792,0.0007307185,0.0003553426,0.0003758255,0.0001164885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005726677,"about_ca_system_score_gemma":0.0003777957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004623306,"about_ca_topic_score_gemma":0.003627467,"domain_scores_codex":[0.9994955,0.0002227031,0.00002037976,0.00007238404,0.0001363645,0.00005266046],"domain_scores_gemma":[0.9964457,0.002376321,0.0003476958,0.0001787518,0.0005588473,0.00009270513],"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":[0.0001637539,0.00002014299,0.002587769,0.00003170436,0.00003049363,0.0001562804,0.00002977163,0.9889308,0.002254455,0.0003793396,0.00008901254,0.005326634],"study_design_scores_gemma":[0.000004508609,0.00006099516,0.001775824,0.000004505222,0.00001966682,0.00002256165,0.00001117475,0.9973483,0.0005262574,0.0001962855,0.00002587969,0.000003897536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021596,0.0002913229,0.09493168,0.0001104245,0.00001956065,0.00002822603,0.0001710043,0.0001804146,0.002107663],"genre_scores_gemma":[0.9985322,0.00002679919,0.001242353,0.000001413759,0.000002761656,0.000003548936,0.00003115967,0.000005095226,0.0001546369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004623306,"threshold_uncertainty_score":0.009192765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016983999269046,"score_gpt":0.2675262257543563,"score_spread":0.2505422264853103,"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."}}