{"id":"W4297952359","doi":"10.1615/tsfp7.880","title":"COMPARATIVE ANALYSIS ON SINGLE DIELECTRIC BARRIER DISCHARGE PLASMA ACTUATOR MODELS","year":2011,"lang":"en","type":"article","venue":"Proceeding of Seventh International Symposium on Turbulence and Shear Flow Phenomena","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Plasma actuator; Actuator; Dielectric barrier discharge; Voltage; Mechanics; Plasma; Dielectric; Range (aeronautics); Scaling; Control theory (sociology); Materials science; Excitation; Engineering; Physics; Computer science; Electrical engineering; Mathematics; Geometry; Optoelectronics","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":[0.0001171497,0.000240211,0.000357189,0.0003034156,0.00006887356,0.00004240844,0.0002537426,0.00006408892,0.00007175103],"category_scores_gemma":[0.000009492303,0.0002195659,0.0001095884,0.0002981289,0.0000505599,0.000320076,0.00003336721,0.0001913,0.00001483795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026824,"about_ca_system_score_gemma":0.00001004702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007425334,"about_ca_topic_score_gemma":0.000002313265,"domain_scores_codex":[0.9987703,0.000008185767,0.0003253572,0.0003030066,0.0003332499,0.0002598769],"domain_scores_gemma":[0.9995316,0.00005270101,0.00008372148,0.0001096223,0.0001019156,0.000120448],"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":[0.001759752,0.002097851,0.005799975,0.0003331735,0.008725449,0.00001389542,0.03729009,0.7827061,0.07933821,0.07208429,0.0004003522,0.009450898],"study_design_scores_gemma":[0.0003802556,0.0002373162,0.0005459907,0.00005839717,0.0001186168,0.00000173455,0.0001287686,0.9880024,0.00932321,0.0008805332,0.00007784411,0.0002449827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306012,0.00007383795,0.003506366,0.00007670291,0.0004247174,0.0002204799,0.0001149029,0.0001077738,0.06487402],"genre_scores_gemma":[0.9985344,0.0001118538,0.0009679954,0.0000429021,0.00010096,0.00003180395,0.00002313929,0.00001875577,0.0001682332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052963,"threshold_uncertainty_score":0.8953637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213387921757014,"score_gpt":0.2196509166204006,"score_spread":0.1975170374028304,"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."}}