{"id":"W2122008605","doi":"10.1109/icmens.2004.1508964","title":"Lattice Boltzmann Simulation of Electroosmotic Flows in Micro- and Nanochannels","year":2006,"lang":"en","type":"article","venue":"","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Electrokinetic phenomena; Lattice Boltzmann methods; Electric field; Electrolyte; Boltzmann equation; Poisson–Boltzmann equation; Poisson's equation; Mechanics; Electric potential; Electro-osmosis; Materials science; Physics; Ion; Chemistry; Thermodynamics; Voltage; Electrophoresis; Nanotechnology; Electrode","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":[0.0004717926,0.0004058712,0.001023903,0.0003406958,0.000578678,0.0007683138,0.001020041,0.001195468,0.001288495],"category_scores_gemma":[0.001784951,0.0004578631,0.0005094934,0.0005286898,0.0007867425,0.000767473,0.0005237652,0.0008012436,0.0002405348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128455,"about_ca_system_score_gemma":0.001977252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01485298,"about_ca_topic_score_gemma":0.004917596,"domain_scores_codex":[0.9997249,0.00006763636,0.00001625308,0.00003258402,0.00009784912,0.00006073296],"domain_scores_gemma":[0.9991701,0.0004768169,0.00006368869,0.00005212059,0.0001262725,0.0001110447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006282701,0.00005690006,0.000706505,0.00002265941,0.00001240348,0.00003872975,0.00003338907,0.9901494,0.004002036,0.003498331,0.00006733531,0.001349487],"study_design_scores_gemma":[0.00001050045,0.000007020996,0.00004931191,0.000001075016,0.000001001295,0.000003827412,0.000005116942,0.998847,0.0006939838,0.0002906961,0.0000873032,0.000003158083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.752865,0.0004013149,0.236244,0.0005016216,0.0001407875,0.0001681604,0.0005041265,0.0005695646,0.008605239],"genre_scores_gemma":[0.9352353,0.0002041211,0.06089615,0.00008922748,0.00001629551,0.000331137,0.0002689533,0.00007776313,0.002881064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01485298,"threshold_uncertainty_score":0.02953303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009915072515776651,"score_gpt":0.2294232904198843,"score_spread":0.2195082179041077,"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."}}