{"id":"W2037659224","doi":"10.1016/s0021-9797(02)00196-0","title":"Oscillating laminar electrokinetic flow in infinitely extended rectangular microchannels","year":2003,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Electrokinetic phenomena; Laminar flow; Mechanics; Microchannel; Streaming current; Debye length; Electro-osmosis; Oscillation (cell signaling); Debye–Hückel equation; Flow (mathematics); Volumetric flow rate; Chemistry; Classical mechanics; Physics; Electrophoresis; Electrode; Electrolyte; Ion","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":[0.0005933355,0.0001022971,0.0001718883,0.0002558774,0.00007822887,0.00006101079,0.0001889701,0.00003601722,0.00003012471],"category_scores_gemma":[0.00009636843,0.00009111648,0.0000313513,0.0007428331,0.0001117195,0.000191178,0.00001467316,0.000201846,0.000002779923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009686539,"about_ca_system_score_gemma":0.00009586303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001295562,"about_ca_topic_score_gemma":0.00000185537,"domain_scores_codex":[0.9990774,0.00002357671,0.0003257562,0.0001186549,0.0001872128,0.0002673995],"domain_scores_gemma":[0.9996113,0.00003204944,0.00007236607,0.00009531368,0.0001025387,0.00008639551],"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":[0.000006109721,0.00001092051,0.00004421375,0.000007004923,0.000004337866,0.000001024591,0.000310518,0.0004214498,0.9973684,0.0002572416,0.001020747,0.0005480098],"study_design_scores_gemma":[0.0002514545,0.000193667,0.0005262531,0.0000646464,0.000006565708,0.0002424439,0.0002885876,0.002000153,0.9862418,0.0005278824,0.009534423,0.0001221234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664425,0.02742647,0.00397211,0.00003359784,0.000118408,0.00007497892,9.019303e-7,0.00001155924,0.001919519],"genre_scores_gemma":[0.9879123,0.01103649,0.0009179602,0.0000210799,0.00002189824,0.000001711151,7.141753e-8,0.000009022353,0.00007947406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02146984,"threshold_uncertainty_score":0.3715622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004639100035969995,"score_gpt":0.215086432339567,"score_spread":0.210447332303597,"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."}}