{"id":"W2086852400","doi":"10.1002/cjce.5450850617","title":"Applied Lattice Boltzmann Method for Transport Phenomena, Momentum, Heat and Mass Transfer. A. A. Mohamad Sure Printing, Calgary, AB April 2007","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Boltzmann constant; Humanities; Physics; Lattice Boltzmann methods; Computer science; Condensed matter physics; Library science; Thermodynamics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001111338,0.0002853115,0.0004351129,0.0001566415,0.0001068357,0.00004445595,0.0002479212,0.0001243271,0.00001850773],"category_scores_gemma":[0.00005406096,0.0002459144,0.0001302852,0.0001946437,0.00005987084,0.0001178639,0.000007029794,0.0004893048,0.000001622149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518959,"about_ca_system_score_gemma":0.0000801218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732802,"about_ca_topic_score_gemma":0.0002132082,"domain_scores_codex":[0.9983486,0.00000755967,0.0006164749,0.0001589935,0.0002385403,0.000629865],"domain_scores_gemma":[0.9987785,0.000349854,0.00003767899,0.0001697368,0.0001214559,0.0005427317],"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":[0.000178224,0.00002860799,0.001261687,0.001158223,0.001467055,0.0001316965,0.005121984,0.7052008,0.2715556,0.006976753,0.0008550529,0.006064344],"study_design_scores_gemma":[0.008778882,0.0001856083,0.00619354,0.0005752877,0.001429074,0.0005533497,0.0005649002,0.5219611,0.3092994,0.001378724,0.1461161,0.002964055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3900313,0.002757386,0.6038929,0.0003632965,0.0005648145,0.0005265431,0.00002572115,0.0001169048,0.001721042],"genre_scores_gemma":[0.9855099,0.00001731543,0.01378773,0.00007989423,0.0004613912,0.0000100398,0.000004609454,0.00008453199,0.00004453057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5954786,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065719740502011,"score_gpt":0.2212810367107973,"score_spread":0.2106238393057772,"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."}}