{"id":"W2080860355","doi":"10.2202/1542-6580.1080","title":"Gas and Solid Mixing in High-Density CFB Risers","year":2004,"lang":"en","type":"article","venue":"International Journal of Chemical Reactor Engineering","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mixing (physics); Materials science; Fluidized bed combustion; Flux (metallurgy); Dispersion (optics); Volatile suspended solids; Flow (mathematics); Fluidization; Thermodynamics; Suspended solids; Mechanics; Fluidized bed; Waste management; Metallurgy","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":[0.000116994,0.000115121,0.0001746521,0.000186381,0.000002972336,0.00005617087,0.000159059,0.00006509417,0.000004921181],"category_scores_gemma":[0.0001617566,0.0001136294,0.00004663935,0.0000738214,0.00001248665,0.0002926489,0.00002634726,0.0003493582,0.000001517931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002246021,"about_ca_system_score_gemma":0.00001528467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001676778,"about_ca_topic_score_gemma":0.000001177896,"domain_scores_codex":[0.9992204,0.000002250418,0.0003118493,0.00007645519,0.000236697,0.0001523063],"domain_scores_gemma":[0.9996863,0.00005192548,0.0000551572,0.0000422921,0.00006895209,0.00009536078],"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":[0.00001618064,0.00001704038,0.0004924086,0.0000310489,0.00006023992,0.0001258458,0.0002077565,0.05194508,0.9445464,0.0001482473,0.00001816668,0.002391611],"study_design_scores_gemma":[0.001530583,0.00002107153,0.001829894,0.0007927311,0.00001644028,0.0004799914,0.00003806987,0.01608949,0.9776117,0.001015323,0.0002809736,0.0002937229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964285,0.0001990091,0.002527368,0.0001439897,0.0005612268,0.00001602038,0.000001135383,0.00003937295,0.00008332761],"genre_scores_gemma":[0.9969737,0.00006484538,0.00257256,0.00001254527,0.0003535688,6.225874e-7,0.000001631622,0.00001978105,7.767005e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03585558,"threshold_uncertainty_score":0.4633674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005508530626793335,"score_gpt":0.218666443935662,"score_spread":0.2131579133088687,"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."}}