{"id":"W4390639215","doi":"10.1007/s10494-023-00522-2","title":"The Influence of Spurious Periodicity on the Flow Characteristics of a Separated Turbulent Boundary Layer with and Without Active Flow Control","year":2024,"lang":"en","type":"article","venue":"Flow Turbulence and Combustion","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Spurious relationship; Inflow; Mechanics; Boundary layer; Turbulence; Flow (mathematics); Boundary (topology); Large eddy simulation; Control theory (sociology); Mathematics; Physics; Computer science; Mathematical analysis; Statistics; Control (management)","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":[0.0002234234,0.0002402632,0.0002791813,0.00006120269,0.0002008573,0.0001371379,0.0001287484,0.00009095994,0.000008324019],"category_scores_gemma":[0.0000286291,0.0001367134,0.00004594959,0.0001874299,0.0003058239,0.0001452341,0.00002622858,0.0003257177,0.000003978683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000355968,"about_ca_system_score_gemma":0.00005104473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002086843,"about_ca_topic_score_gemma":0.00001402447,"domain_scores_codex":[0.9989452,0.00004681146,0.0002874752,0.0002323299,0.000264245,0.0002239209],"domain_scores_gemma":[0.9993347,0.000165628,0.00006098385,0.0002586358,0.0001199781,0.00006010319],"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":[0.000925615,0.0000807277,0.00240443,0.0005649138,0.000441118,0.00002643176,0.002801641,0.9523752,0.003074058,0.00116992,0.0003651487,0.03577075],"study_design_scores_gemma":[0.0003945447,0.0002489305,0.02771065,0.0004810627,0.0000889185,0.0000299941,0.00003477153,0.969772,0.0003866138,0.0001506613,0.0005321722,0.0001697117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99648,0.001376511,0.0009534082,0.0003544893,0.0001760001,0.0004010942,0.0001316643,0.00007572024,0.00005103958],"genre_scores_gemma":[0.9984687,0.001169482,0.0001207126,0.00007670504,0.00004480503,0.00003912604,0.00001681506,0.00002524735,0.00003842405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03560103,"threshold_uncertainty_score":0.5575012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004830987796073503,"score_gpt":0.1968456007940776,"score_spread":0.1920146129980041,"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."}}