{"id":"W2023044810","doi":"10.1098/rsta.2011.0018","title":"Simultaneous incorporation of mass and force terms in the multi-relaxation-time framework for lattice Boltzmann schemes","year":2011,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lattice Boltzmann methods; Statistical physics; Boltzmann constant; Lattice (music); Physics; Computer science; Relaxation (psychology); Mechanics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00252009,0.001138782,0.0009031098,0.0005310198,0.000741772,0.001218595,0.00196097,0.001640361,0.00262951],"category_scores_gemma":[0.006080167,0.000578819,0.001264565,0.0004381153,0.001294394,0.002769651,0.002280903,0.002800743,0.0005643167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009347979,"about_ca_system_score_gemma":0.001720833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002262675,"about_ca_topic_score_gemma":0.001939575,"domain_scores_codex":[0.9988054,0.0003137401,0.00005817496,0.00007558714,0.0006202571,0.0001268031],"domain_scores_gemma":[0.9982548,0.0008184579,0.0002435988,0.0002468144,0.0003128787,0.0001234705],"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":[0.0004104085,0.0003424182,0.001323014,0.0003908391,0.00009625457,0.00041151,0.0005429913,0.5498226,0.04341533,0.3541776,0.0005414198,0.04852566],"study_design_scores_gemma":[0.00003183778,0.00006314752,0.0000857343,0.0000262659,0.0000143975,0.00005240403,0.00002120362,0.9869692,0.003339001,0.007820774,0.001556331,0.00001960451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0267783,0.0006098322,0.9672124,0.0003418193,0.0001522201,0.0001315183,0.00002064914,0.0001158812,0.004637432],"genre_scores_gemma":[0.4951209,0.0008957121,0.495515,0.0002640246,0.0002020333,0.0004188289,0.00005368084,0.0005397944,0.006989941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00262951,"threshold_uncertainty_score":0.01332766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190638548991871,"score_gpt":0.2528420763238013,"score_spread":0.2209356908338826,"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."}}