{"id":"W3183288673","doi":"10.2514/6.2021-2289","title":"Experimental and Analytical Investigation of the Distortion of Turbulence Interacting with a Porous Airfoil","year":2021,"lang":"en","type":"article","venue":"AIAA AVIATION 2021 FORUM","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"European Commission","keywords":"Airfoil; Turbulence; Porosity; Mechanics; Turbulence kinetic energy; Acoustics; Noise (video); Distortion (music); Physics; Materials science; Composite material; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004771492,0.00005640484,0.0000819332,0.00001810255,0.00003060618,0.000009203604,0.00003733264,0.00002872486,0.00001990808],"category_scores_gemma":[0.00004542283,0.00004511167,0.00002028313,0.000129177,0.00004150015,0.00008442954,0.0000322165,0.00006932607,3.780958e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003665434,"about_ca_system_score_gemma":0.00001790335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008523115,"about_ca_topic_score_gemma":0.00002046972,"domain_scores_codex":[0.9995552,0.00001307454,0.0001648404,0.00008067008,0.0001176948,0.00006852167],"domain_scores_gemma":[0.99971,0.00003613805,0.00006571764,0.0001092185,0.00005980454,0.00001914318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003903021,0.0001179282,0.2888554,0.0003298659,0.0001816771,0.00001030461,0.00397029,0.09748067,0.5887375,0.0104268,0.0004929178,0.009357586],"study_design_scores_gemma":[0.0003183965,0.00006199074,0.05917343,0.0002492017,0.00004643754,0.00001792244,0.00182762,0.6545383,0.2831198,0.0004669341,0.00002893245,0.0001510389],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858798,0.0001079809,0.0133747,0.0001319897,0.0002001762,0.00004490715,0.000008484086,0.000009066258,0.0002428472],"genre_scores_gemma":[0.9992706,0.000008697614,0.000619719,0.00001542367,0.00001459523,0.000003308083,0.00001346228,0.000008279982,0.00004596029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5570577,"threshold_uncertainty_score":0.1839601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004824526458557909,"score_gpt":0.1988669842806527,"score_spread":0.1940424578220948,"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."}}