{"id":"W2161600214","doi":"10.1002/we.171","title":"Numerical study of turbulent flow around a wind turbine nacelle","year":2005,"lang":"en","type":"article","venue":"Wind Energy","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Natural Resources Limited","keywords":"Nacelle; Turbine; Turbulence; Anemometer; Aerodynamics; Freestream; Mechanics; Aerospace engineering; Wells turbine; Meteorology; Marine engineering; Turbine blade; Engineering; Reynolds number; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001051534,0.0002112557,0.000280492,0.0001394105,0.00005789829,0.00002553268,0.0002216808,0.00008052853,0.0002994727],"category_scores_gemma":[0.00001015448,0.000190187,0.00006225116,0.0002920182,0.00002503328,0.0001061748,0.00005373765,0.0001450573,0.00005168214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113652,"about_ca_system_score_gemma":0.00003920146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002633804,"about_ca_topic_score_gemma":0.00005361818,"domain_scores_codex":[0.9985256,0.00003377282,0.0003282537,0.0002308918,0.0004339975,0.0004474936],"domain_scores_gemma":[0.9993787,0.00003226968,0.00002473228,0.0003079952,0.00004446773,0.0002117663],"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":[0.00003213788,0.0003873835,0.0001657153,0.0000147748,0.0001309204,0.00003169828,0.0008627736,0.9789447,0.0005617838,0.00004794212,0.005530214,0.01328998],"study_design_scores_gemma":[0.003174661,0.0006741578,0.00416541,0.00004722151,0.00002923901,0.00004795118,0.0009238116,0.6276617,0.0173402,0.00009955654,0.345062,0.0007740989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882064,0.0006460059,0.001018486,0.0002003897,0.0001966044,0.00009355154,0.00000250182,0.0001661868,0.00946983],"genre_scores_gemma":[0.9972278,0.00004466256,0.0008965167,0.00007192986,0.0003865852,0.00001295805,0.00001377613,0.00004090664,0.001304813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.351283,"threshold_uncertainty_score":0.77556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054159250828045,"score_gpt":0.2163852390248582,"score_spread":0.2058436465165777,"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."}}