{"id":"W7161755479","doi":"10.82308/23405","title":"Finite element analysis of vibrations on flexible structures due to turbulent wind","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eurocode; Wind engineering; Finite element method; Vibration; Wind power; Random vibration; Nonlinear system; Field (mathematics); Structural dynamics","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":[0.0003092351,0.000324798,0.0002749877,0.0004449857,0.0002576578,0.0004058393,0.0003789206,0.0007302103,0.0009948196],"category_scores_gemma":[0.0006663428,0.0002340972,0.0004784765,0.0002571736,0.0006663482,0.0002443728,0.00031155,0.0002606077,0.000144673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430759,"about_ca_system_score_gemma":0.0002408722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131495,"about_ca_topic_score_gemma":0.001579514,"domain_scores_codex":[0.9998575,0.00002902622,0.000008915413,0.00002065515,0.00006010749,0.00002377185],"domain_scores_gemma":[0.9997699,0.0001385563,0.00002801914,0.00002269685,0.0000303711,0.00001050302],"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":[0.00005281748,0.00003427916,0.001519079,0.00004875668,0.00001779348,0.0001252305,0.0001425281,0.9575876,0.03174571,0.001454773,0.00009277662,0.007178705],"study_design_scores_gemma":[0.000003541796,0.00003873191,0.001127081,0.000005607734,0.000003898875,0.00002135732,0.00003866353,0.996208,0.002100231,0.0002386255,0.0002089656,0.000005353295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7891712,0.0002601513,0.202684,0.0001000934,0.00004316818,0.00006340768,0.0001425767,0.000174417,0.007360925],"genre_scores_gemma":[0.988106,0.00009088094,0.00968602,0.00001599951,0.000005315286,0.00004161078,0.00006902769,0.0000185507,0.001966613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002131495,"threshold_uncertainty_score":0.004238248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266113130813719,"score_gpt":0.2562091140673201,"score_spread":0.2435479827591829,"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."}}