{"id":"W2163403291","doi":"10.1002/we.1546","title":"Mesh and load distribution requirements for actuator line CFD simulations","year":2012,"lang":"en","type":"article","venue":"Wind Energy","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Airfoil; Camber (aerodynamics); Computational fluid dynamics; Chord (peer-to-peer); Aerodynamics; Swept wing; Mechanics; Structural engineering; Engineering; Control theory (sociology); Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127882,0.0004313242,0.0007290276,0.0006207224,0.0007794441,0.001105923,0.001416387,0.0008896768,0.008321242],"category_scores_gemma":[0.01162226,0.0003195464,0.0004407636,0.0004981115,0.0003666413,0.001088827,0.0009490204,0.0005926238,0.001140096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005697626,"about_ca_system_score_gemma":0.0008886161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396229,"about_ca_topic_score_gemma":0.003527313,"domain_scores_codex":[0.9991642,0.0001875311,0.00009425594,0.00007560493,0.000359047,0.0001194192],"domain_scores_gemma":[0.9947284,0.003277189,0.0002484098,0.0006522455,0.000936547,0.0001572598],"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":[0.0007157856,0.0003017285,0.009795364,0.0004239508,0.00004056584,0.0005739417,0.0003798765,0.878851,0.04501112,0.00869284,0.003172401,0.0520415],"study_design_scores_gemma":[0.0001005815,0.0001420572,0.001919902,0.00004547458,0.00001469313,0.0001005764,0.0001163806,0.9771385,0.01551404,0.001097127,0.003784981,0.00002573129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6952944,0.0003365757,0.2586461,0.0008658455,0.0001542192,0.0004629409,0.003140339,0.00701746,0.03408207],"genre_scores_gemma":[0.9415948,0.0001220594,0.0541776,0.0001147737,0.00001406175,0.0002303556,0.001353425,0.0005592059,0.001833754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008321242,"threshold_uncertainty_score":0.0278374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126555072499248,"score_gpt":0.2367072477772691,"score_spread":0.2240517405273443,"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."}}