{"id":"W2035533764","doi":"10.1016/s0017-9310(03)00218-7","title":"A lattice Boltzmann model for electrokinetic microchannel flow of electrolyte solution in the presence of external forces with the Poisson–Boltzmann equation","year":2003,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Lattice Boltzmann methods; Poisson–Boltzmann equation; Microchannel; Electrokinetic phenomena; Electrolyte; Boltzmann equation; Mechanics; Boltzmann relation; Materials science; Flow (mathematics); Thermodynamics; Physics; Direct simulation Monte Carlo; Statistical physics; Ion; Nanotechnology; Mathematics","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":[0.0005026194,0.0001222362,0.0002029274,0.0001344164,0.00003879008,0.00002565633,0.0002170739,0.00004097539,0.00000282169],"category_scores_gemma":[0.00003444857,0.00007318879,0.00008203254,0.0000942104,0.00006018982,0.0002359804,0.000004350517,0.0001536599,1.232939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003166066,"about_ca_system_score_gemma":0.00003418409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006907743,"about_ca_topic_score_gemma":0.00004130157,"domain_scores_codex":[0.9988931,0.00004942993,0.0004118138,0.00008301411,0.0004031766,0.0001594365],"domain_scores_gemma":[0.9991697,0.000304806,0.00005627512,0.00007266383,0.0003758289,0.00002069412],"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":[0.000704326,0.00007855536,0.0005748023,0.00009936624,0.0002936246,0.000003681525,0.005562474,0.787948,0.1985896,0.005417476,0.00009728299,0.0006307953],"study_design_scores_gemma":[0.002120759,0.0002937273,0.001351233,0.0001470835,0.000135798,0.00006848932,0.0004126124,0.9489503,0.04207799,0.004114369,0.0002032789,0.0001243464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3731206,0.001286042,0.6246715,0.0005597255,0.00006588936,0.0001906315,0.000009207042,0.000004086784,0.00009235582],"genre_scores_gemma":[0.997197,0.0003069207,0.00232936,0.00005341407,0.00005788563,0.00001560225,0.00000169975,0.00001342662,0.00002468758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6240764,"threshold_uncertainty_score":0.2984552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629452079471517,"score_gpt":0.2431509881522668,"score_spread":0.2268564673575517,"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."}}