{"id":"W2090032493","doi":"10.1115/fedsm2006-98021","title":"A Mean-Field Free-Energy Lattice Boltzmann Model for Liquid-Vapor Interfaces","year":2006,"lang":"en","type":"article","venue":"","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; National Science Foundation","keywords":"Surface tension; Lattice Boltzmann methods; Capillary wave; Dispersion relation; Mean field theory; Physics; Thermodynamics; van der Waals force; Boltzmann equation; Vapor pressure; Condensed matter physics; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001016278,0.0002323565,0.0002513737,0.00009563153,0.00009438758,0.00005436338,0.0002376059,0.0001109335,0.00005486738],"category_scores_gemma":[0.00005103496,0.0002116556,0.00009324343,0.0001174536,0.00002368456,0.0002906955,0.00009443086,0.00008180526,0.00002675864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004816709,"about_ca_system_score_gemma":0.00001175164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575798,"about_ca_topic_score_gemma":0.001050942,"domain_scores_codex":[0.9988773,0.000007792976,0.0003600323,0.0002315973,0.0001763887,0.0003468733],"domain_scores_gemma":[0.9991537,0.0002762179,0.00003943375,0.0003632108,0.0001166113,0.00005076815],"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":[0.00007851228,0.00004322135,0.00003889752,0.00009117104,0.0001230814,0.000001586692,0.0004202815,0.8271861,0.001979445,0.07397907,0.09539571,0.0006628897],"study_design_scores_gemma":[0.0006114072,0.00006723767,0.0000219399,0.00001630034,0.00004499756,0.000001218879,0.0001047199,0.9585779,0.01691473,0.006726764,0.01660522,0.0003075961],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05652506,0.0009703576,0.8634208,0.0006354668,0.0003180295,0.0002374869,0.00003027337,0.001131894,0.07673059],"genre_scores_gemma":[0.9763438,0.0000262661,0.01267671,0.000389294,0.0002132816,0.00008424488,0.00001113288,0.00006123949,0.01019403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9198188,"threshold_uncertainty_score":0.8631063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047051860970167,"score_gpt":0.2498030260805792,"score_spread":0.2293325074708776,"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."}}