{"id":"W2978357401","doi":"10.1103/physreve.100.043302","title":"Hybridized method of pseudopotential lattice Boltzmann and cubic-plus-association equation of state assesses thermodynamic characteristics of associating fluids","year":2019,"lang":"en","type":"article","venue":"Physical review. E","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Pseudopotential; Lattice Boltzmann methods; Equation of state; Thermodynamics; Isotropy; Spurious relationship; Physics; Lattice (music); Statistical physics; Materials science; Mathematics; Condensed matter physics; Quantum mechanics","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":[0.0007466307,0.0001676069,0.0009178356,0.00004801664,0.00002263897,0.000009422482,0.00009776815,0.00003887498,0.00001176461],"category_scores_gemma":[0.0006884387,0.0001574524,0.0001408831,0.000222463,0.00002165601,0.0002052165,0.00006345179,0.0001285536,0.0000091354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042535,"about_ca_system_score_gemma":0.00002565634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001748913,"about_ca_topic_score_gemma":0.000001139073,"domain_scores_codex":[0.9983813,0.0001741129,0.00068837,0.0001594392,0.0004254292,0.0001714108],"domain_scores_gemma":[0.9975642,0.001167089,0.0006651814,0.0001980476,0.0003752137,0.00003027167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005938729,0.0002819498,0.02998826,0.01885643,0.00139768,7.7774e-7,0.002039311,0.006334479,0.9016548,0.004780886,0.00009915222,0.03450686],"study_design_scores_gemma":[0.001390098,0.0001275845,0.1299036,0.002000806,0.0009702874,7.133169e-7,0.00009820735,0.827951,0.0337784,0.003216432,0.0001148611,0.0004479752],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823499,0.00131234,0.01499836,0.00003614062,0.0001177446,0.0004115752,0.0000694472,0.00004413951,0.000660301],"genre_scores_gemma":[0.9948667,0.002736961,0.002240309,0.00001532647,0.00004480804,0.000009990451,0.00002454753,0.00002920074,0.00003217613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8678764,"threshold_uncertainty_score":0.6420722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521602329469927,"score_gpt":0.3121397828520601,"score_spread":0.2969237595573608,"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."}}