{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004552064,0.00007436972,0.00006622387,0.00001686724,0.00005462353,0.00001677996,0.00002971846,0.00003846103,0.000008432817],"category_scores_gemma":[0.00001747658,0.00007778411,0.00002292719,0.00005437456,0.000008558032,0.0001140296,0.00001505956,0.00002329901,0.000001475977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008224252,"about_ca_system_score_gemma":0.000008876852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001105561,"about_ca_topic_score_gemma":0.00001816058,"domain_scores_codex":[0.9995921,0.000003417131,0.0001065605,0.00006653828,0.00007828185,0.0001531268],"domain_scores_gemma":[0.9997751,0.00004749949,0.00001160893,0.00006251709,0.00003997322,0.00006332076],"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":[0.000009906347,0.00004946448,0.0003821999,0.00002935094,0.00006549193,2.448484e-7,0.0001153334,0.9074922,0.00403312,0.07337759,0.0008471024,0.01359801],"study_design_scores_gemma":[0.0002153471,0.00001384596,0.001756653,0.0000056737,0.00001198047,9.318387e-7,0.000004276009,0.9790174,0.00009396717,0.001120863,0.01766345,0.00009557631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6149774,0.0002176299,0.3839089,0.00006022102,0.0003330965,0.00005214742,0.0002394918,0.0000697492,0.0001414638],"genre_scores_gemma":[0.9979956,0.00002367451,0.0009746742,0.00003257608,0.0002128889,0.000004841722,0.0006413624,0.00001419059,0.0001001471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3830183,"threshold_uncertainty_score":0.3171944,"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."}}