{"id":"W4205614174","doi":"10.1002/aic.17593","title":"Hydrodynamics of an inverse liquid–solid circulating conventional fluidized bed","year":2022,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Fluidization; Fluidized bed combustion; Fluidized bed; Mechanics; Materials science; Circulation (fluid dynamics); Slip (aerodynamics); Thermodynamics; Chromatography; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006441397,0.0001327083,0.0002285177,0.0001640091,0.0002462212,0.00002488575,0.0002386256,0.00005203807,0.0007840428],"category_scores_gemma":[0.0000301719,0.0001473262,0.000174045,0.0002199577,0.00003191201,0.0001928862,0.00006337751,0.0005267885,0.000007875531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242966,"about_ca_system_score_gemma":0.00006378288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000061675,"about_ca_topic_score_gemma":0.000003934342,"domain_scores_codex":[0.9986815,0.000113871,0.0004459837,0.0001065671,0.000401985,0.0002501259],"domain_scores_gemma":[0.9995051,0.00003086167,0.00009251932,0.0001689814,0.00006486776,0.000137682],"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":[0.00008962178,0.00008630058,0.0002970815,0.00003121359,0.000146518,0.00008918579,0.0005311412,0.03960366,0.9576045,0.0002916283,0.0007476417,0.0004815193],"study_design_scores_gemma":[0.00457294,0.0006367635,0.0003174527,0.00004433706,0.0001640102,0.00214008,0.0009324557,0.8977147,0.08816073,0.001126952,0.003594111,0.0005954788],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966484,0.0002448267,0.001814992,0.00003879768,0.000710565,0.00007205513,0.00002167643,0.00007685986,0.0003717737],"genre_scores_gemma":[0.9980314,0.00003143808,0.001614115,0.00005520224,0.0001687051,0.000006791924,0.0000389572,0.00003853302,0.00001489176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8694438,"threshold_uncertainty_score":0.8584719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009127758680332557,"score_gpt":0.2233440334330589,"score_spread":0.2142162747527264,"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."}}