{"id":"W2014253543","doi":"10.1021/ie050490+","title":"CFD Modeling of the Hydrodynamics and Reaction Kinetics of FCC Fluidized-Bed Reactors","year":2005,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computational fluid dynamics; Fluidized bed; Kinetics; Thermodynamics; Mechanics; Materials science; Chemistry; Chemical engineering; Physics; Engineering; Classical 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":[0.0002709329,0.0004317613,0.0006124691,0.0004408413,0.0005775581,0.0006835473,0.0006384754,0.0007524384,0.0007517403],"category_scores_gemma":[0.001116174,0.0003422091,0.0004009246,0.0003224396,0.0006145267,0.0003406119,0.0002557583,0.0004016125,0.0001612082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764822,"about_ca_system_score_gemma":0.001681375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05356128,"about_ca_topic_score_gemma":0.01053829,"domain_scores_codex":[0.9998172,0.00003873853,0.00001047486,0.00002232213,0.0000709642,0.00004040789],"domain_scores_gemma":[0.9997047,0.0001353435,0.00003370261,0.00002477762,0.00007771834,0.00002373524],"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":[0.00003307333,0.00001280082,0.000739949,0.00001822419,0.000004029945,0.00007886672,0.00002304764,0.9899126,0.004310597,0.002303392,0.0001392004,0.002424316],"study_design_scores_gemma":[0.000005203589,0.000004476944,0.0001979331,0.000001660941,0.000001543574,0.000007502914,0.000003284518,0.9977315,0.001651623,0.000173312,0.0002190025,0.000002959607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7384884,0.0008757213,0.2406737,0.000418983,0.000173872,0.0001649643,0.0006783801,0.0009110372,0.01761493],"genre_scores_gemma":[0.9818817,0.00030341,0.01517528,0.00001746752,0.00001762464,0.0000685792,0.000203527,0.00002399366,0.002308453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05356128,"threshold_uncertainty_score":0.106499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04358572799902486,"score_gpt":0.2630439802215619,"score_spread":0.219458252222537,"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."}}