{"id":"W3130724503","doi":"10.1002/cjce.24079","title":"Numerical analysis of hydrodynamic characteristics and interphase coupling in a gas‐solid cyclone reactor","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Shandong Province; National Youth Foundation of China","keywords":"Mechanics; Pressure drop; Flow (mathematics); Cyclone (programming language); Kinetic energy; Materials science; Fluidized bed combustion; Thermodynamics; Particle (ecology); Computer simulation; Coupling (piping); Fluidized bed; Chemistry; Physics; Classical mechanics; Geology; Engineering; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002497261,0.0003722484,0.0005094893,0.0004152032,0.0005248834,0.0006141464,0.0004290052,0.0007164744,0.0008687265],"category_scores_gemma":[0.0004331837,0.0002480503,0.000357399,0.0002773807,0.0006468392,0.000298933,0.0003025979,0.0003801363,0.00007942723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008820855,"about_ca_system_score_gemma":0.0007878168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140518,"about_ca_topic_score_gemma":0.004106962,"domain_scores_codex":[0.9999031,0.00001896636,0.000005618184,0.00001981924,0.00003092062,0.0000217033],"domain_scores_gemma":[0.9997793,0.0001069184,0.00002415698,0.00001969671,0.00004548203,0.00002438714],"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":[0.0002391986,0.00009769637,0.005451618,0.00007433681,0.00002042366,0.0003130496,0.00008552524,0.9363902,0.04886298,0.002345042,0.0002303287,0.005889649],"study_design_scores_gemma":[0.00001544647,0.00002530431,0.0005649619,0.00000111934,0.000002740578,0.000007794444,0.00001005177,0.995937,0.00327564,0.00006451184,0.00009069344,0.000004815771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971626,0.0001051884,0.02431601,0.0001286903,0.00003270912,0.00004783173,0.00009020483,0.0002043168,0.003449057],"genre_scores_gemma":[0.9940947,0.00003978447,0.005015255,0.000007988783,0.000002929635,0.0000225474,0.0000475042,0.000009038062,0.000760248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140518,"threshold_uncertainty_score":0.02794003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004030302682272729,"score_gpt":0.1948151060903949,"score_spread":0.1907848034081222,"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."}}