{"id":"W7116042486","doi":"10.82417/12j9-xa66","title":"Investigating wake dynamics around airfoils with varying slip lengths using proper orthogonal decomposition","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alliance de recherche numérique du Canada","keywords":"Wake; Airfoil; Slip (aerodynamics); Trailing edge; Proper orthogonal decomposition; Turbulence; Vortex; Vorticity; Wake turbulence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000606325,0.00126453,0.001083145,0.001241004,0.0005211891,0.0005503441,0.0005924052,0.000791177,0.0006851725],"category_scores_gemma":[0.000199826,0.001173334,0.0002076911,0.001305068,0.0004551019,0.0005047185,0.0003175859,0.00134493,0.001159676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421991,"about_ca_system_score_gemma":0.001463512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009528085,"about_ca_topic_score_gemma":0.003597866,"domain_scores_codex":[0.9951292,0.0004330546,0.0006226769,0.001509896,0.001165508,0.001139708],"domain_scores_gemma":[0.9970595,0.0001702222,0.001086452,0.001077958,0.0002516192,0.0003542127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002292707,0.003648307,0.1111372,0.0174313,0.01517649,0.002613378,0.009695672,0.1617235,0.09566206,0.05499275,0.4923675,0.03325906],"study_design_scores_gemma":[0.01302071,0.0008874903,0.00239334,0.07685398,0.005603187,0.001376269,0.003233792,0.6365308,0.003787749,0.001322363,0.2390303,0.01595997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06774687,0.001196679,0.01483561,0.0007939784,0.001428435,0.003730942,0.001173195,0.003114797,0.9059795],"genre_scores_gemma":[0.1053174,0.0000552344,0.170834,0.001022397,0.00269155,0.0002613239,0.002621426,0.008652492,0.7085441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4748074,"threshold_uncertainty_score":0.9996181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707689184038971,"score_gpt":0.2768636453837861,"score_spread":0.2597867535433964,"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."}}