{"id":"W2774632103","doi":"10.2514/1.j056453","title":"Turbulence Intensity Effects on Laminar Separation Bubbles Formed over an Airfoil","year":2017,"lang":"en","type":"article","venue":"AIAA Journal","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Freestream; Airfoil; Turbulence; Mechanics; Turbulence kinetic energy; Reynolds number; Laminar flow; Physics; Angle of attack; Boundary layer; Flow separation; Aerodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001914619,0.000149452,0.0001574483,0.00006478518,0.000404829,0.0002884393,0.000268594,0.00008035012,0.00002975273],"category_scores_gemma":[0.00005906091,0.0001288663,0.00006945723,0.0000228469,0.00002658597,0.0005454344,0.00003003664,0.0003320439,0.00005237925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007843443,"about_ca_system_score_gemma":0.00001468458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001235646,"about_ca_topic_score_gemma":0.0000325439,"domain_scores_codex":[0.9992656,0.00001676145,0.0001578453,0.0001199227,0.0001970743,0.0002427848],"domain_scores_gemma":[0.9993666,0.00002822936,0.00006920461,0.0003422128,0.00005920055,0.0001345873],"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":[0.0009296728,0.0006687964,0.05887928,0.0007611731,0.0008661237,0.002006993,0.004069516,0.3834181,0.08121312,0.01477641,0.07231556,0.3800953],"study_design_scores_gemma":[0.0008548675,0.0003669338,0.166073,0.0002022699,0.00002907994,0.0001630588,0.000008986668,0.8232919,0.003640817,0.003034547,0.00202129,0.0003132001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947464,0.00009431766,0.001320924,0.0001492539,0.001496973,0.00007503808,0.000003123572,0.00006529643,0.002048673],"genre_scores_gemma":[0.9987081,0.0001621998,0.0003316219,0.0001093248,0.0004822603,0.000002956737,0.000004764745,0.00002370594,0.0001750731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4398739,"threshold_uncertainty_score":0.5255017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009029507270074033,"score_gpt":0.2512053865524187,"score_spread":0.2421758792823447,"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."}}