{"id":"W2566417270","doi":"10.1088/1755-1315/49/7/072003","title":"CFD evaluation of added damping due to fluid flow over a hydroelectric turbine blade","year":2016,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Vibration; Turbine blade; Turbine; Finite element method; Flow (mathematics); Structural engineering; Fluid–structure interaction; Computational fluid dynamics; Dynamic mode decomposition; Modal analysis; Reynolds number; Propeller; Modal; Vortex-induced vibration; Engineering; Physics; Materials science; Acoustics; Mechanical engineering; Turbulence; Marine engineering","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":[0.0002325866,0.0002591101,0.000256991,0.0004296803,0.0001596277,0.0002664332,0.0002270392,0.0003762604,0.0006815734],"category_scores_gemma":[0.0009488879,0.0001312918,0.000156225,0.0001820377,0.0003780074,0.000293588,0.0002139624,0.0002644748,0.0001287519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228049,"about_ca_system_score_gemma":0.0001995576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207311,"about_ca_topic_score_gemma":0.0008741366,"domain_scores_codex":[0.9999102,0.00001448055,0.000004585636,0.00001032772,0.00004907619,0.0000113652],"domain_scores_gemma":[0.9995732,0.0002657976,0.00003114783,0.00002441187,0.000082515,0.00002302102],"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":[0.0007759979,0.0001666526,0.02246629,0.000252683,0.00003890461,0.0009864951,0.00043909,0.2823991,0.633186,0.001657593,0.0003974563,0.0572338],"study_design_scores_gemma":[0.00002310992,0.0003088886,0.01197023,0.0000123596,0.00001087854,0.0001463448,0.00006475666,0.9171981,0.0694621,0.0002086336,0.0005762333,0.00001830614],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688504,0.0001086383,0.02949166,0.00003926578,0.00001844787,0.00001855014,0.00007339899,0.0001704226,0.001229109],"genre_scores_gemma":[0.9951198,0.00003517438,0.004441296,0.000004303771,0.000002440978,0.000004987618,0.00002980696,0.00001110288,0.0003511323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001207311,"threshold_uncertainty_score":0.002400517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009555016246434535,"score_gpt":0.2021219507484381,"score_spread":0.1925669345020036,"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."}}