{"id":"W1997382055","doi":"10.1063/1.4862309","title":"Dielectric material degradation monitoring of dielectric barrier discharge plasma actuators","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Molson Foundation; Michigan State University; National Science Foundation","keywords":"Kapton; Materials science; Plasma actuator; Capacitance; Dielectric; Polyimide; Actuator; Polydimethylsiloxane; Optoelectronics; Dielectric barrier discharge; Composite material; Layer (electronics); Electrical engineering; Electrode; Chemistry","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":[0.0002960189,0.0003421624,0.0002531537,0.0004286783,0.0002053489,0.0003140332,0.0003540995,0.0004201719,0.0006923516],"category_scores_gemma":[0.0008842549,0.0001619639,0.0001638833,0.0004736651,0.000243001,0.0004140451,0.0002792234,0.0005409262,0.0002366756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413271,"about_ca_system_score_gemma":0.0001015038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002051766,"about_ca_topic_score_gemma":0.0001995325,"domain_scores_codex":[0.9996258,0.00003676768,0.00001631166,0.00006515329,0.000216993,0.00003889338],"domain_scores_gemma":[0.9993964,0.0001992382,0.000143689,0.00004798632,0.000185064,0.00002765817],"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":[0.00003948979,0.00001185038,0.0006646569,0.00005418367,0.000004804183,0.00008076856,0.00005965157,0.0001843291,0.9955057,0.00003413895,0.00004098928,0.003319377],"study_design_scores_gemma":[0.000002928149,0.000214265,0.009618129,0.000008430035,0.000009531541,0.0001905885,0.00005919926,0.001943614,0.9867471,0.0000390405,0.001158647,0.000008407857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777007,0.00226165,0.01723003,0.00007495967,0.0000469032,0.00004808183,0.000382203,0.0001554892,0.002100042],"genre_scores_gemma":[0.9891183,0.001447039,0.007451069,0.0000612689,0.00001492084,0.00006210664,0.0002986567,0.00003452044,0.001511966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006923516,"threshold_uncertainty_score":0.002316117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005075356934069629,"score_gpt":0.1881223729794445,"score_spread":0.1830470160453749,"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."}}