{"id":"W2162937868","doi":"10.1109/jmems.2009.2017084","title":"Effect of Electrode Asymmetry on Performance of Electrohydrodynamic Micropumps","year":2009,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Electrohydrodynamics; Electrode; Materials science; Micropump; Microchannel; Volumetric flow rate; Voltage; Working fluid; Common emitter; Drag; Optoelectronics; Mechanics; Electrical engineering; Nanotechnology; Chemistry; Physics","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":[0.001036748,0.0002468471,0.0007627969,0.000309371,0.00003234022,0.00001817074,0.0002885054,0.0001552651,0.000007907776],"category_scores_gemma":[0.00009404376,0.0002027351,0.0002246238,0.0004774146,0.00001929296,0.0001496493,0.000005033215,0.0004974605,0.000006344732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296737,"about_ca_system_score_gemma":0.00005684223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002644843,"about_ca_topic_score_gemma":6.669164e-7,"domain_scores_codex":[0.997711,0.0002005315,0.001123213,0.0001345982,0.00042006,0.0004105706],"domain_scores_gemma":[0.9987596,0.0002279625,0.0005425779,0.0001975028,0.0001746192,0.0000977566],"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":[0.0005390907,0.00006851431,0.00002386151,0.000204905,0.0001038098,0.000002495347,0.00003755741,0.002790174,0.9904491,0.0005520677,0.0003232892,0.004905131],"study_design_scores_gemma":[0.000938919,0.01828756,0.0001463902,0.0002157699,0.00006957686,0.000221964,0.000004583706,0.02868462,0.9511453,0.00007194301,0.00005312089,0.0001602899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887356,0.0009628095,0.009447636,0.00003899238,0.0002873423,0.0002404358,0.000003941346,0.00003753711,0.0002456961],"genre_scores_gemma":[0.9992532,0.0003417268,0.0002099036,0.00002360465,0.0001102498,0.000002675297,0.000005464223,0.00002815264,0.00002503327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03930384,"threshold_uncertainty_score":0.8267297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002267083318383674,"score_gpt":0.2028659282446925,"score_spread":0.2005988449263088,"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."}}