{"id":"W4238625097","doi":"10.1016/s0021-9797(02)00050-4","title":"Oscillating laminar electrokinetic flow in infinitely extended circular microchannels","year":2003,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Electrokinetic phenomena; Laminar flow; Mechanics; Volumetric flow rate; Chemistry; Microchannel; Flow (mathematics); Open-channel flow; Electro-osmosis; Streaming current; Reciprocity (cultural anthropology); Potential flow; Pressure gradient; Classical mechanics; Physics; Electrophoresis; Chromatography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003602542,0.0001870467,0.0003341113,0.0002967782,0.000333778,0.0006654517,0.0005311164,0.0003202104,0.0005387243],"category_scores_gemma":[0.0007689804,0.0002485986,0.0001844183,0.0001862125,0.0007837502,0.001001959,0.0007883906,0.0003550689,0.0001194593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004015184,"about_ca_system_score_gemma":0.0003931176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003042789,"about_ca_topic_score_gemma":0.0003962051,"domain_scores_codex":[0.9997579,0.00003727277,0.00001977278,0.00006521319,0.00006796035,0.00005182971],"domain_scores_gemma":[0.9994487,0.0002383795,0.0001108215,0.00006210844,0.00007080287,0.00006924285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005374509,0.0000805426,0.001544412,0.000111934,0.00001602652,0.0002336755,0.0002056576,0.01370385,0.9518619,0.01840092,0.0002483483,0.01305539],"study_design_scores_gemma":[0.0003409434,0.0008563207,0.007158387,0.00003642493,0.00004756518,0.0004504676,0.0001607126,0.2636627,0.7090837,0.0102185,0.00780939,0.0001749449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968519,0.0005124231,0.02889933,0.00006797648,0.00004757268,0.00001592558,0.00003722786,0.0001260023,0.001774665],"genre_scores_gemma":[0.9813169,0.0001847752,0.01632509,0.00002953258,0.00003443212,0.00002574632,0.00004672975,0.00001800588,0.002018872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006654517,"threshold_uncertainty_score":0.002913177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005284321077473257,"score_gpt":0.2153987606333252,"score_spread":0.2101144395558519,"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."}}