{"id":"W2089437537","doi":"10.1103/physreve.69.021505","title":"Mapping molecular models to continuum theories for partially miscible fluids","year":2004,"lang":"en","type":"article","venue":"Physical Review E","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mesoscopic physics; Mesoscale meteorology; Molecular dynamics; Spurious relationship; Lattice Boltzmann methods; Statistical physics; Surface tension; Physics; Multiscale modeling; Mechanics; Thermodynamics; Chemistry; Computer science; Computational chemistry; Condensed matter physics; Meteorology","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":[0.0001188231,0.0001543171,0.0003665607,0.00002224316,0.00004894526,0.00002300261,0.0001151652,0.00001536613,0.000004090184],"category_scores_gemma":[0.00008165512,0.000133481,0.000144192,0.0001951411,0.00002081038,0.0001246401,0.00004073494,0.00005461739,0.00008747343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000379097,"about_ca_system_score_gemma":0.00001181787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001727657,"about_ca_topic_score_gemma":0.000002363691,"domain_scores_codex":[0.9992199,0.00001179361,0.0002121149,0.0001702612,0.0001450029,0.0002409371],"domain_scores_gemma":[0.9995168,0.00008043092,0.00001887821,0.0002164172,0.00008809862,0.0000793511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009482073,0.00007845213,0.000006178147,0.003401075,0.0002124954,0.000004373811,0.001808932,0.5645197,0.03787136,0.381823,0.002826201,0.007438764],"study_design_scores_gemma":[0.001363824,0.0001337931,0.00009643628,0.004220476,0.000259101,0.000001919691,0.0001044489,0.06590329,0.03944774,0.7605548,0.1267899,0.001124232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06975414,0.02809747,0.8907951,0.001778167,0.0001927941,0.00152516,0.00001987475,0.0004497107,0.007387625],"genre_scores_gemma":[0.9935836,0.0009245049,0.004015462,0.0009735674,0.0001526534,0.0002657508,0.000004801851,0.00003750305,0.00004218403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9238294,"threshold_uncertainty_score":0.5443198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275777014109846,"score_gpt":0.3029812486726498,"score_spread":0.2702234785315513,"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."}}