{"id":"W2053724210","doi":"10.1021/ie901676d","title":"Computational Fluid Dynamic Investigation of Change of Volumetric Flow in Fluidized-Bed Reactors","year":2010,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fluidization; Fluidized bed; Flow (mathematics); Computational fluid dynamics; Fluid dynamics; Mechanics; Materials science; Two-fluid model; Multiphase flow; Volume (thermodynamics); Volumetric flow rate; Thermodynamics; Physics","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":[0.0004200864,0.000470389,0.0007072401,0.000493533,0.0004743293,0.0009374607,0.0006281707,0.000824439,0.0005739368],"category_scores_gemma":[0.001873121,0.0002479011,0.0003983836,0.0003569579,0.001154696,0.0005268854,0.0004056542,0.0005131486,0.00005881131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006359815,"about_ca_system_score_gemma":0.0007429962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005350631,"about_ca_topic_score_gemma":0.001686592,"domain_scores_codex":[0.9997347,0.00008267802,0.00001353156,0.00003208211,0.00009289828,0.00004410773],"domain_scores_gemma":[0.9992812,0.0005161578,0.00007064594,0.00002520369,0.00007322535,0.00003357754],"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":[0.000179475,0.0001153335,0.002010345,0.00008529668,0.00001794588,0.0001602184,0.00007645027,0.9684076,0.01783328,0.006286487,0.0001491426,0.004678422],"study_design_scores_gemma":[0.000006400208,0.00001425821,0.0002863918,0.000002064085,0.000001425481,0.000006308233,0.000007335769,0.9976177,0.001758906,0.0002057384,0.00008972946,0.000003819971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9182773,0.0005741411,0.07157431,0.0004060819,0.00007716269,0.00009619818,0.0001591425,0.0001511137,0.008684609],"genre_scores_gemma":[0.9912229,0.0001712176,0.007641015,0.00002550545,0.00001121005,0.00003913371,0.00006953189,0.00001368145,0.0008058253],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005350631,"threshold_uncertainty_score":0.01063895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07954817192486206,"score_gpt":0.2954945755483734,"score_spread":0.2159464036235113,"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."}}