{"id":"W2950417040","doi":"10.2514/6.2019-3308","title":"Shear-Layer Adapted DDES Analysis of 3D Stalled Flow Over an Iced Airfoil","year":2019,"lang":"en","type":"article","venue":"AIAA Aviation 2019 Forum","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec","funders":"","keywords":"Airfoil; Flow (mathematics); Geology; Shear (geology); Computer science; Mechanics; Marine engineering; Structural engineering; Engineering; Physics","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":[0.0001501206,0.0001547863,0.0003397776,0.0004567863,0.00003762382,0.00002341118,0.0001660477,0.000169089,0.0002144362],"category_scores_gemma":[0.00003471115,0.0001478583,0.0001083124,0.0006574831,0.00001801352,0.0002432866,0.00003839278,0.0001291138,0.0001232044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005202384,"about_ca_system_score_gemma":0.00001336366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000179088,"about_ca_topic_score_gemma":0.0001063451,"domain_scores_codex":[0.9990108,0.00001981486,0.0002867381,0.0001923907,0.0002255443,0.000264681],"domain_scores_gemma":[0.9992377,0.00005521172,0.00007923671,0.0005174148,0.00007620709,0.00003429911],"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":[0.00008135763,0.0001092417,0.09609938,0.0001011185,0.001682065,0.000001953008,0.0009455929,0.8206481,0.02900897,0.002198672,0.01249328,0.03663031],"study_design_scores_gemma":[0.0006960778,0.0001519776,0.08470998,0.00003286072,0.0003102797,4.609626e-7,0.0002917326,0.88638,0.02563604,0.0002250694,0.00123672,0.0003288193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693732,0.00005694342,0.02653315,0.000123971,0.0003207687,0.0001717408,0.00003978311,0.0008957276,0.002484682],"genre_scores_gemma":[0.9967042,0.00002313937,0.002439678,0.00006390853,0.00001569752,0.000006275618,0.000120093,0.00002934261,0.0005977156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06573193,"threshold_uncertainty_score":0.6029486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008194275111151419,"score_gpt":0.2248431012392239,"score_spread":0.2166488261280725,"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."}}