{"id":"W4406206615","doi":"10.1088/1361-6463/ada804","title":"Experimental investigation of the effects of different DBD plasma actuators on the aerodynamic performance of the NACA0012 airfoil","year":2025,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Plasma actuator; Stall (fluid mechanics); Airfoil; Wind tunnel; Aerodynamics; Flow control (data); Actuator; Mechanics; Materials science; Flow separation; Angle of attack; Reynolds number; Dielectric barrier discharge; Acoustics; Wake; Lift coefficient; Control theory (sociology); Voltage; Physics; Engineering; Electrical engineering; Computer science; Turbulence; Telecommunications","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":[0.0001212118,0.0002253625,0.0004067662,0.000029559,0.00008423274,0.00001066804,0.0005813102,0.0000684807,8.763191e-7],"category_scores_gemma":[0.00001750357,0.0001202376,0.0002809122,0.0003501696,0.0002092581,0.0000795376,0.00008671903,0.0004743045,6.54973e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113,"about_ca_system_score_gemma":0.0000635465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001117494,"about_ca_topic_score_gemma":0.0000010216,"domain_scores_codex":[0.9987659,0.00005449576,0.0004905061,0.00009036622,0.0004362762,0.0001624976],"domain_scores_gemma":[0.9985737,0.0004138035,0.0005306969,0.000372068,0.00008004878,0.00002974773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000743202,0.000161428,0.001135643,0.0003401195,0.0002796077,1.059258e-7,0.0007539967,0.0755159,0.8834223,0.03516283,0.00008978234,0.003063969],"study_design_scores_gemma":[0.0006987556,0.0000833882,0.009269134,0.0003814164,0.0001140729,5.44038e-7,0.00008470116,0.07706744,0.9089109,0.003288736,0.000003433529,0.00009747815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976794,0.00003007662,0.0006744266,0.00003291785,0.0007766908,0.0002880096,0.000009403835,0.00000891735,0.0005001595],"genre_scores_gemma":[0.9997358,0.0000223834,0.00003673829,0.00004051241,0.0001162039,0.00001223485,0.000001184436,0.00002322947,0.00001175454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03187409,"threshold_uncertainty_score":0.4903148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003593733595195834,"score_gpt":0.1734764491681872,"score_spread":0.1698827155729913,"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."}}