{"id":"W4309151814","doi":"10.1115/1.4056280","title":"Large Eddy Simulation of Transitional Separated Flow Over a Low Reynolds Number Cambered Airfoil","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airfoil; Reynolds number; Aerodynamics; Boundary layer; Mechanics; Angle of attack; NACA airfoil; Large eddy simulation; Physics; Laminar flow; Flow separation; Turbulence; Aerospace engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003187116,0.0001864263,0.0003227825,0.0002212395,0.00005547739,0.00001758529,0.0001555287,0.00006971211,0.000625296],"category_scores_gemma":[0.00002010167,0.0002052794,0.000212667,0.0003547111,0.000007465717,0.0002103628,0.00002848748,0.0004091678,0.000004055871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002064556,"about_ca_system_score_gemma":0.00004016034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000197275,"about_ca_topic_score_gemma":7.292882e-7,"domain_scores_codex":[0.998515,0.00002206372,0.000622161,0.00009841361,0.0004829988,0.0002593739],"domain_scores_gemma":[0.9995108,0.00006522127,0.00007702268,0.0001385743,0.0001142257,0.00009421547],"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":[0.00004103188,0.00006666096,0.0001452921,0.0001026309,0.000116291,0.00004190289,0.0003553039,0.9768813,0.02127158,0.0001597334,0.0007115182,0.0001067152],"study_design_scores_gemma":[0.001113424,0.00006170793,0.001116325,0.00005768789,0.00004061625,0.00008948534,0.00001357462,0.9944222,0.0005018603,0.00001967123,0.002368707,0.0001947688],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9038361,0.0003996424,0.09421086,0.00001810839,0.001050914,0.00008685733,0.0001274206,0.00007337798,0.0001967538],"genre_scores_gemma":[0.9977415,0.00003315519,0.001872496,0.00001697919,0.0001887351,0.000005330741,0.00002860756,0.00005616791,0.00005698099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09390548,"threshold_uncertainty_score":0.837105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004131009131252213,"score_gpt":0.2058353473169287,"score_spread":0.2017043381856765,"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."}}