{"id":"W2125159395","doi":"10.1002/ceat.201300409","title":"Experiments and Simulations on Bidisperse Solids Suspension in a Mixing Tank","year":2013,"lang":"en","type":"article","venue":"Chemical Engineering & Technology","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Impeller; Baffle; Suspension (topology); Lattice Boltzmann methods; Turbulence; Mechanics; Mixing (physics); Eulerian path; Large eddy simulation; Materials science; Mechanical engineering; Engineering; Physics; Lagrangian; 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":[0.00002121422,0.000152742,0.0001615822,0.0003007626,0.00001535091,0.00001610631,0.00009363129,0.0002044503,0.00002088974],"category_scores_gemma":[0.00005601168,0.0001658062,0.00001941045,0.0002587383,0.00002874825,0.00006440207,0.00005841774,0.0002661231,0.00001927166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009750228,"about_ca_system_score_gemma":0.000002863964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007967152,"about_ca_topic_score_gemma":9.445416e-7,"domain_scores_codex":[0.9993098,0.00000147652,0.0001671999,0.0001810066,0.00005564105,0.000284881],"domain_scores_gemma":[0.9997241,0.00002871574,0.000008422451,0.0001738669,0.0000126752,0.00005222411],"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":[7.891847e-7,0.0000124844,0.0001284389,0.00001881527,0.000005605355,0.000006081299,0.00004949317,0.08224156,0.9148411,0.001477845,0.0000359093,0.001181911],"study_design_scores_gemma":[0.000252172,0.00001235477,0.0001099423,0.00006059347,0.000002310634,0.000008144125,0.00002135469,0.8289403,0.1700141,0.000231359,0.0001779872,0.0001693593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967772,0.0002545622,0.001940873,0.0001003982,0.0001001614,0.0001317293,0.000001267463,0.0005234468,0.0001703943],"genre_scores_gemma":[0.9972243,0.00001906659,0.002634608,0.00001538239,0.00001998409,0.0000343704,0.000004765752,0.00003785242,0.000009727746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7466988,"threshold_uncertainty_score":0.6761382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004988852719870079,"score_gpt":0.1982537828204395,"score_spread":0.1932649301005695,"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."}}