{"id":"W2326841541","doi":"10.2514/6.2010-8119","title":"The Unsteady Aerodynamics of Paired-Plunging Airfoils Using Computational Fluid Dynamics","year":2010,"lang":"en","type":"article","venue":"AIAA Atmospheric Flight Mechanics Conference","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Aerodynamics; Airfoil; Computational fluid dynamics; Aerospace engineering; Dynamics (music); Computer science; Mechanics; Physics; Engineering; Acoustics","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":[0.0002721123,0.0005381679,0.0003889783,0.0002867751,0.0005308102,0.0006412221,0.0005170171,0.0007266111,0.0004922281],"category_scores_gemma":[0.0009536208,0.0002253274,0.0004728483,0.0001720872,0.0006476556,0.0004977937,0.0004688426,0.0003891061,0.00007419444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989153,"about_ca_system_score_gemma":0.0004966328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00504748,"about_ca_topic_score_gemma":0.002473777,"domain_scores_codex":[0.9998604,0.00005251796,0.000006667645,0.00001213322,0.00004287303,0.00002528043],"domain_scores_gemma":[0.9996878,0.000161452,0.00004349542,0.00003051941,0.00003973965,0.00003707189],"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":[0.000145109,0.00008259818,0.004410424,0.00004872972,0.00002172662,0.0002733699,0.0001151477,0.9724263,0.01534597,0.001111239,0.0001137637,0.005905608],"study_design_scores_gemma":[0.000008796124,0.00006096277,0.0008967975,0.000003451586,0.000003536216,0.00002915704,0.00002155664,0.9965526,0.002178359,0.0001092451,0.0001301865,0.000005323242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724084,0.00009980356,0.02515555,0.00004137644,0.00002225473,0.00003013963,0.00003221251,0.00006530787,0.002145141],"genre_scores_gemma":[0.9939288,0.00004025048,0.005469864,0.000006832933,0.000004706253,0.00001745791,0.00002259448,0.000009143781,0.0005002648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00504748,"threshold_uncertainty_score":0.01003617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006781735603111834,"score_gpt":0.1931772432221913,"score_spread":0.1863955076190794,"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."}}