{"id":"W2045179294","doi":"10.1021/ie034317u","title":"Effect of Particle Coating on Fluidized-Bed Heat Transfer","year":2004,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Department of Energy","keywords":"Fluidization; Fluidized bed; Materials science; Heat transfer; Coating; Suspension (topology); Particle (ecology); Fluidized bed combustion; Composite material; Particle size; Heat transfer coefficient; Chemical engineering; Thermodynamics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001229815,0.000265076,0.0003779635,0.00008600723,0.00007218633,0.00004502242,0.000300273,0.0003384331,0.00007630894],"category_scores_gemma":[0.0004221594,0.0002586065,0.0001392133,0.0006253109,0.00007148745,0.00007628624,0.00003392338,0.001069329,0.0000328505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135737,"about_ca_system_score_gemma":0.00005685146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004586043,"about_ca_topic_score_gemma":3.893468e-7,"domain_scores_codex":[0.9979488,0.0000533963,0.000373465,0.0002638932,0.0006504504,0.0007100081],"domain_scores_gemma":[0.9989048,0.0004143241,0.000004398846,0.0003842966,0.00006861621,0.000223611],"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":[0.0001269379,0.0000313891,0.00003948662,0.0002590627,0.00004746878,0.00002207379,0.00007611284,0.03481663,0.9636337,0.00005974089,0.0001228921,0.0007645327],"study_design_scores_gemma":[0.003346771,0.0002602583,0.000002728149,0.0002537289,0.00001560815,0.00000788918,0.00001057152,0.00468374,0.9908443,0.000004159139,0.0003583673,0.0002118494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984884,0.0001889191,0.0001009151,0.00005463478,0.0001919761,0.0003037464,0.00002028077,0.0002830543,0.0003680532],"genre_scores_gemma":[0.999372,0.000021244,0.00001098855,0.00000216465,0.0004276164,0.00006334775,0.00001377795,0.00007244063,0.00001639774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03013289,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967303137647395,"score_gpt":0.2941251816442925,"score_spread":0.2544521502678186,"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."}}