{"id":"W4322492850","doi":"10.1115/1.4057017","title":"Streamwise Extent and Ramp Rate Effects on Laminar Boundary Layer Response to Plasma Actuator Vortex Generators","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Plasma actuator; Actuator; Control theory (sociology); Physics; Boundary layer; Laminar flow; Vorticity; Vortex; Transient response; Plasma; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002785643,0.0002520673,0.0002331616,0.0001896496,0.0001548503,0.0003884886,0.000261533,0.0003631112,0.001029713],"category_scores_gemma":[0.001442462,0.0001469368,0.0002715536,0.0000743982,0.0003334119,0.0001963852,0.0003097517,0.0002805649,0.0001142259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852277,"about_ca_system_score_gemma":0.0001508312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007491165,"about_ca_topic_score_gemma":0.0004332945,"domain_scores_codex":[0.9998857,0.00002669321,0.000006444855,0.00001431534,0.00003552396,0.00003135173],"domain_scores_gemma":[0.9993807,0.0003952755,0.00009048614,0.00003594721,0.00004883065,0.00004868855],"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":[0.001684515,0.0002380322,0.009640568,0.0002325857,0.00004658314,0.0008305997,0.0003388012,0.2864269,0.6869131,0.0008990009,0.0001307167,0.01261854],"study_design_scores_gemma":[0.00004987722,0.0008962792,0.01072987,0.00001861779,0.00002282296,0.00007380259,0.00007856695,0.8211876,0.1665661,0.0001114057,0.0002377937,0.00002715947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971313,0.00002641872,0.002173087,0.0000164586,0.000007119596,0.000006971909,0.00001265929,0.00004518713,0.0005807208],"genre_scores_gemma":[0.9994672,0.00001326364,0.0003601179,0.000002876921,0.0000010471,0.000003908707,0.000005912422,0.000004080982,0.0001415239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001029713,"threshold_uncertainty_score":0.003444672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005386838203003227,"score_gpt":0.2012862276626586,"score_spread":0.1958993894596554,"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."}}