{"id":"W2015994286","doi":"10.1016/s0017-9310(01)00218-6","title":"Augmentation of heat transfer by deflectors on circulating fluidized bed membrane walls","year":2002,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Heat transfer; Heat exchanger; Mechanics; Suspension (topology); Fluidized bed combustion; Boiler (water heating); Membrane; Nuclear engineering; Environmental science; Fluidized bed; Thermodynamics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001663324,0.0002894563,0.0004056113,0.0001813351,0.0002533657,0.0005106992,0.0003828817,0.0003571119,0.001162624],"category_scores_gemma":[0.0003674277,0.0001878648,0.0003046786,0.0001207653,0.0003444628,0.0005291197,0.0004157412,0.0004484949,0.0002493052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045668,"about_ca_system_score_gemma":0.0001620664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002496958,"about_ca_topic_score_gemma":0.0002023386,"domain_scores_codex":[0.9998657,0.00002652211,0.000005378631,0.00002238593,0.00003208417,0.00004801453],"domain_scores_gemma":[0.9996597,0.0001527424,0.00007467166,0.0000390534,0.00003443514,0.00003940733],"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":[0.0003366078,0.000033976,0.0001973317,0.00005671485,0.00000394122,0.00006243717,0.00003511525,0.001110839,0.9940374,0.0004282293,0.00004659887,0.003650773],"study_design_scores_gemma":[0.00002575474,0.0001535942,0.0006688673,0.000003208273,0.000005934622,0.00002690392,0.00001437958,0.005588441,0.9931465,0.00005742969,0.0003023109,0.000006625557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947093,0.0004204008,0.004015542,0.00004131044,0.00004071321,0.000007395268,0.00001480521,0.00009036206,0.0006602174],"genre_scores_gemma":[0.9981551,0.0001212726,0.001208279,0.00001008625,0.000009211509,0.000003722326,0.00001205225,0.000009693192,0.0004705476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001162624,"threshold_uncertainty_score":0.003889322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199876805434477,"score_gpt":0.2211013552926202,"score_spread":0.2091025872382754,"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."}}