{"id":"W2032724996","doi":"10.1021/la026201t","title":"Microfluid Flow in Circular Microchannel with Electrokinetic Effect and Navier's Slip Condition","year":2003,"lang":"en","type":"article","venue":"Langmuir","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microchannel; Electrokinetic phenomena; Mechanics; Slip (aerodynamics); Superposition principle; Slippage; Flow (mathematics); Materials science; Physics; Thermodynamics; Mathematics; Mathematical analysis; Nanotechnology; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008417226,0.000150765,0.0001661212,0.00007805148,0.00004728897,0.00001956814,0.00005511152,0.00007184347,0.00004823264],"category_scores_gemma":[0.000003381337,0.000136253,0.00002268368,0.0002156049,0.00002988147,0.00003633883,0.000004538176,0.0001317408,0.00002909296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004673213,"about_ca_system_score_gemma":0.000008891849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007701346,"about_ca_topic_score_gemma":0.000004439192,"domain_scores_codex":[0.9993415,0.00003624621,0.0001157558,0.0001774051,0.00006370145,0.0002653325],"domain_scores_gemma":[0.9997777,0.00002036456,0.00001271933,0.0001319061,0.00001231844,0.0000449715],"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":[0.000008388665,0.00001321103,0.0007051294,0.00008636895,0.00002704046,0.0000118805,0.0001045454,0.00002098212,0.9899849,0.0005210255,0.008041299,0.0004752161],"study_design_scores_gemma":[0.001214024,0.0001699721,0.007608757,0.00004611434,0.00004570244,0.0002337095,0.00004452945,0.0003501892,0.9149272,0.0002905235,0.07465896,0.000410245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465616,0.04999229,0.0018306,0.00003033286,0.00002195169,0.0002523827,0.000008278509,0.00009304448,0.001209465],"genre_scores_gemma":[0.9941722,0.00544161,0.00008634971,0.00005202737,0.00002458191,0.00009070722,0.00005110406,0.00003509413,0.00004631289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07505764,"threshold_uncertainty_score":0.5556237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001969484356454484,"score_gpt":0.1713316401802258,"score_spread":0.1693621558237714,"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."}}