{"id":"W2466101907","doi":"10.1088/0022-3727/49/29/295203","title":"Improving thrust by pulse-induced breakdown enhancement in AC surface dielectric barrier discharge actuators for airflow control","year":2016,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Heart and Stroke Foundation of Canada","keywords":"Plasma actuator; Dielectric barrier discharge; Airflow; Materials science; Thrust; Actuator; Pulse (music); Dielectric; Dielectric strength; Electrical engineering; Mechanics; Acoustics; Optoelectronics; Mechanical engineering; Voltage; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003182843,0.0004091045,0.0007100751,0.00005090164,0.00008131754,0.00005936789,0.0003682942,0.0001370777,0.00001425234],"category_scores_gemma":[0.00002484633,0.0003139199,0.0002649051,0.0002822972,0.00003382489,0.00040717,0.00002699556,0.0004155301,0.00001284171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620834,"about_ca_system_score_gemma":0.00009505103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004096225,"about_ca_topic_score_gemma":0.000002317909,"domain_scores_codex":[0.9980061,0.00002475165,0.0006894827,0.0002495648,0.0003759459,0.0006541602],"domain_scores_gemma":[0.9987164,0.0003550561,0.0003612201,0.0002537233,0.0001348145,0.0001787706],"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":[0.00014401,0.000153035,0.00003914465,0.00004845195,0.0001875749,0.000001473131,0.0001195013,0.006662462,0.8668675,0.002234222,0.0003658801,0.1231767],"study_design_scores_gemma":[0.01017816,0.0003173638,0.00009298528,0.0001316176,0.0002041567,0.000003976394,0.00005336899,0.262091,0.7180768,0.007367295,0.0005003278,0.0009829081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4260904,0.00006661531,0.5724465,0.00005921732,0.0004004916,0.0004410502,0.0001065947,0.00003870779,0.0003504188],"genre_scores_gemma":[0.9981923,0.00006320954,0.0008018213,0.00007618309,0.00068352,0.00004481212,0.000008440077,0.00009696712,0.00003272274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5721019,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004839693942019236,"score_gpt":0.1936995394159867,"score_spread":0.1888598454739674,"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."}}