{"id":"W4401395366","doi":"10.1063/5.0218556","title":"Large-eddy simulation of vortex interaction in pitching-fixed tandem airfoils","year":2024,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Airfoil; Physics; Stall (fluid mechanics); Reynolds number; Mechanics; Vortex; Large eddy simulation; Starting vortex; Flow separation; Aerodynamics; Aerospace engineering; Classical mechanics; Vortex ring; Turbulence; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002077695,0.000308391,0.0004148354,0.0003280468,0.0003705014,0.0004622571,0.0005359128,0.0007070333,0.0006870309],"category_scores_gemma":[0.0006093102,0.0002056314,0.000361254,0.0001546647,0.0004994117,0.0003754909,0.000442205,0.0003160959,0.00006146897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003715533,"about_ca_system_score_gemma":0.000622901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006367693,"about_ca_topic_score_gemma":0.003853392,"domain_scores_codex":[0.9999214,0.00001335412,0.000004190586,0.00001286498,0.00002134452,0.00002681966],"domain_scores_gemma":[0.9997423,0.00009449648,0.00005342489,0.00001556722,0.00003841557,0.00005579643],"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":[0.0001325666,0.00009569588,0.005462169,0.00002833965,0.00002953824,0.0003055961,0.0000710887,0.9757031,0.01496031,0.0008882999,0.000105892,0.002217398],"study_design_scores_gemma":[0.00001084934,0.00002810503,0.0007462904,0.000001505735,0.000002383059,0.00001370032,0.00001652473,0.9980934,0.0009482097,0.00007892556,0.00005701022,0.000003035517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859283,0.00005643208,0.01239232,0.00002947422,0.00001410585,0.00001945908,0.00003177094,0.00007277137,0.001455448],"genre_scores_gemma":[0.9969203,0.00001203089,0.002631774,0.000005390815,0.000002572009,0.00001052578,0.00002604841,0.000007862868,0.0003835021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006367693,"threshold_uncertainty_score":0.01266122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034046084672625,"score_gpt":0.253307450979055,"score_spread":0.2429669901323288,"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."}}