{"id":"W4387643488","doi":"10.1016/j.powtec.2023.119055","title":"Solids dispersion in high density circulating fluidized beds","year":2023,"lang":"en","type":"article","venue":"Powder Technology","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Orta Doğu Teknik Üniversitesi","keywords":"Dispersion (optics); TRACER; Fluidized bed combustion; Fluidization; Suspended solids; Flux (metallurgy); Mechanics; Suspension (topology); Fluidized bed; Flow (mathematics); Materials science; Chemistry; Analytical Chemistry (journal); Chromatography; Environmental science; Optics; Environmental engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001539449,0.0001662526,0.0002656767,0.0007255258,0.00006536542,0.00001296951,0.0002045581,0.0003383453,0.00003696094],"category_scores_gemma":[0.0000470481,0.0001775451,0.00005539018,0.001428996,0.00006326498,0.00006602043,0.0001080519,0.0003174741,0.0003494654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007367396,"about_ca_system_score_gemma":0.000008943162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005101734,"about_ca_topic_score_gemma":0.0000492225,"domain_scores_codex":[0.99892,0.00001646061,0.0002346529,0.0002338347,0.0001177588,0.0004773448],"domain_scores_gemma":[0.9995621,0.00003087091,0.00001422254,0.0003312325,0.00002114176,0.0000403747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007089259,0.00002109084,0.02140325,0.00005566389,0.00003088949,0.0001857633,0.000232826,0.0002933417,0.957958,0.003953143,0.001066462,0.01479249],"study_design_scores_gemma":[0.004213739,0.00009425089,0.0283451,0.0001546438,0.00005718808,0.0001392565,0.0008636848,0.08475177,0.8510607,0.02439419,0.004649189,0.001276315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950016,0.0002501051,0.0008661042,0.0005450371,0.0003735693,0.0001327159,0.000003109484,0.002583788,0.0002439776],"genre_scores_gemma":[0.9993045,0.00009768034,0.0004180149,0.00003059187,0.00003720225,0.00002686732,0.00002279296,0.00004286718,0.00001945482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1068973,"threshold_uncertainty_score":0.7240077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007625992785213915,"score_gpt":0.2081565742862875,"score_spread":0.2005305815010736,"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."}}