{"id":"W2029249345","doi":"10.1103/physreve.76.066309","title":"Lattice-Boltzmann simulation of solvent diffusion into oil-saturated porous media","year":2007,"lang":"en","type":"article","venue":"Physical Review E","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lattice Boltzmann methods; Porous medium; Solvent; Diffusion; Materials science; Statistical physics; Porosity; Lattice (music); Thermodynamics; Mechanics; Physics; Chemistry; Organic chemistry; 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":[0.0002812182,0.0002082099,0.0005063858,0.00005786809,0.00004726704,0.000008217558,0.0001222242,0.00004285045,0.00002808165],"category_scores_gemma":[0.0002998344,0.0001728578,0.0001346457,0.0003990319,0.00004820702,0.0001481567,0.00006033532,0.000157567,0.0001112388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006963922,"about_ca_system_score_gemma":0.000008064884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007468632,"about_ca_topic_score_gemma":0.000008785621,"domain_scores_codex":[0.9986514,0.00003009808,0.0005057534,0.0001843942,0.00038544,0.0002428451],"domain_scores_gemma":[0.9987522,0.0005863458,0.0001134134,0.0002808175,0.0001743086,0.0000929486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001104669,0.0008303853,0.001708291,0.01943054,0.0005593235,0.00003753429,0.007813509,0.2707416,0.05412005,0.006904942,0.001564926,0.6361785],"study_design_scores_gemma":[0.002613012,0.0001987177,0.06367316,0.0087757,0.001183857,0.000004657632,0.0002444276,0.846636,0.0139328,0.00684319,0.05388082,0.002013661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556354,0.03189344,0.006445858,0.0001661074,0.0004096796,0.0003506787,0.000007950901,0.0004208095,0.004670034],"genre_scores_gemma":[0.995579,0.003659669,0.0003284882,0.0001192315,0.0002251465,0.000007783618,0.00002201902,0.00003425866,0.00002439771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6341648,"threshold_uncertainty_score":0.7048935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234091507537663,"score_gpt":0.3138120949197017,"score_spread":0.2904029441659354,"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."}}