{"id":"W2065894565","doi":"10.1115/1.2345425","title":"Heat Transfer to Small Horizontal Cylinders Immersed in a Fluidized Bed","year":2006,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nusselt number; Heat transfer; Materials science; Fluidized bed; Mechanics; Heat transfer coefficient; Composite material; Thermodynamics; Turbulence; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003888806,0.0003376392,0.0006541772,0.0005134491,0.00004766373,0.0000469262,0.0002438073,0.0002090233,0.0001320153],"category_scores_gemma":[0.000005345168,0.0003060927,0.0004399122,0.0004298535,0.00003223891,0.0001981388,0.000004184057,0.0005326797,0.00002310228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743798,"about_ca_system_score_gemma":0.00006090229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001689189,"about_ca_topic_score_gemma":0.0005387085,"domain_scores_codex":[0.9978728,0.00006690199,0.0009282154,0.0001901961,0.0003758807,0.0005660581],"domain_scores_gemma":[0.9994529,0.00005090909,0.000001100687,0.000174113,0.00007641442,0.000244559],"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":[0.0004840063,0.000140825,0.0003836975,0.00005491729,0.00007613867,0.0002387935,0.0006769513,0.002037703,0.9948201,0.00008078708,0.0004807453,0.0005253223],"study_design_scores_gemma":[0.0097847,0.0005560537,0.001336258,0.0001927308,0.0001338233,0.0002388379,0.0002531434,0.001163421,0.9828475,0.00005093977,0.002872394,0.0005702088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614233,0.001120126,0.03524064,0.0005202836,0.0007265186,0.0003066115,0.0000156388,0.00006002152,0.0005868549],"genre_scores_gemma":[0.9989674,0.0001456888,0.0003589546,0.0001492976,0.0002796991,0.00001002527,0.000006639584,0.00007788878,0.000004368912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03754413,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00938637544249727,"score_gpt":0.1970544562609633,"score_spread":0.187668080818466,"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."}}