{"id":"W1538909984","doi":"10.1002/pamm.201410323","title":"Consistent implementation of real fluid EOS in pseudopotential lattice Boltzmann models","year":2014,"lang":"en","type":"article","venue":"PAMM","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pseudopotential; Equation of state; Statistical physics; Consistency (knowledge bases); Lattice Boltzmann methods; Physics; Thermodynamics; Range (aeronautics); Condensed matter physics; Materials science; 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":[0.0002136412,0.000115624,0.0002045886,0.00009853543,0.00002891725,0.0000122313,0.00007387651,0.00004352283,0.00004012232],"category_scores_gemma":[0.00001447449,0.0001206797,0.00004722568,0.0001197958,0.00002827156,0.0001677386,0.00003652321,0.0000640017,0.00002552589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004791822,"about_ca_system_score_gemma":0.000009816868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001901455,"about_ca_topic_score_gemma":0.0002271643,"domain_scores_codex":[0.9990742,0.0000375763,0.0003734863,0.0001339158,0.0001862416,0.0001945338],"domain_scores_gemma":[0.9995835,0.00009031616,0.00004805312,0.0001762544,0.00006593262,0.00003591885],"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":[0.000059147,0.000109858,0.03071891,0.0005378152,0.0003264908,0.000007554292,0.007051657,0.8693795,0.02349538,0.03874262,0.001989571,0.0275815],"study_design_scores_gemma":[0.002374223,0.00006684441,0.07448914,0.00004637842,0.0000937691,0.000003101551,0.001423286,0.9081599,0.007968727,0.003734121,0.001246578,0.0003939312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688087,0.0001339711,0.01732142,0.00008518517,0.0002598744,0.0002544244,0.00001554609,0.0001522321,0.01296872],"genre_scores_gemma":[0.998405,0.00006600617,0.001349418,0.00002613657,0.00006179194,0.00001843692,0.00001223301,0.00002187072,0.00003906635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04377022,"threshold_uncertainty_score":0.4921177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226657243497206,"score_gpt":0.2752288286933826,"score_spread":0.252563104343662,"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."}}