{"id":"W4405107045","doi":"10.3390/fluids9120290","title":"Synthetic Jet Actuators for Active Flow Control: A Review","year":2024,"lang":"en","type":"review","venue":"Fluids","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Synthetic jet; Body orifice; Flow control (data); Actuator; Fluidics; Jet (fluid); Mechanics; Vortex; Computer science; Flow (mathematics); Fluid dynamics; Control theory (sociology); Physics; Mechanical engineering; Aerospace engineering; Engineering; Control (management); Telecommunications","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003026014,0.0007593099,0.002713505,0.0001709552,0.00004385128,0.00006313312,0.0004235065,0.0004351007,0.00006295423],"category_scores_gemma":[0.0002157701,0.0005694798,0.001331671,0.0002992627,0.00003402547,0.00007333067,0.00003697864,0.0005759844,0.0008136525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900893,"about_ca_system_score_gemma":0.0001278057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.084258e-7,"about_ca_topic_score_gemma":0.000003351932,"domain_scores_codex":[0.9980925,0.00006423266,0.0007014436,0.0004646126,0.0001832215,0.0004939968],"domain_scores_gemma":[0.998702,0.0004774048,0.00005961365,0.0005698157,0.00005122135,0.0001399487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002744571,0.000006999096,5.252278e-9,0.1289608,0.0007501743,0.00001335008,0.000007994031,0.00001550647,6.553237e-7,0.000261691,0.02816893,0.8418112],"study_design_scores_gemma":[0.0001671238,0.00002792679,1.436213e-8,0.06521504,0.005916906,0.00003915681,7.589431e-7,0.03782891,2.715457e-7,0.00006549626,0.8902445,0.0004939175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.134734e-8,0.9759318,0.01570171,0.00003367397,0.002301161,0.002198112,0.001927759,0.0005642261,0.001341468],"genre_scores_gemma":[0.000004076275,0.9963142,0.0005672566,0.00009265692,0.0004360952,0.001609311,0.0002856882,0.0002675188,0.0004231443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8620756,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824931273961292,"score_gpt":0.2794288819321702,"score_spread":0.2611795691925573,"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."}}