{"id":"W2049122879","doi":"10.1115/ht2013-17252","title":"Measurement of Heat Transfer Enhancement and Pressure Drop Across Eddy Promoter Air Screens in a Liquid-to-Air-Membrane Energy Exchanger (LAMEE)","year":2013,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pressure drop; Heat transfer coefficient; Heat transfer; Heat exchanger; Materials science; Mechanics; Convective heat transfer; Reynolds number; Heat transfer enhancement; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005042689,0.0002605014,0.0002401659,0.0001828716,0.0002144332,0.0003191975,0.0003451752,0.0003441046,0.0003895156],"category_scores_gemma":[0.0009979978,0.0001940084,0.0001783495,0.0001745255,0.0003260557,0.0004863166,0.0002917178,0.0003508391,0.0001256472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543793,"about_ca_system_score_gemma":0.0001422587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003476186,"about_ca_topic_score_gemma":0.0004000377,"domain_scores_codex":[0.9995739,0.0001103348,0.00002292384,0.00007879869,0.0001668832,0.00004710727],"domain_scores_gemma":[0.9992742,0.0003309666,0.0001389266,0.00005622755,0.0001600374,0.00003979275],"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":[0.0001780718,0.00005613996,0.002560782,0.00004137271,0.000004496988,0.00004101909,0.0000551396,0.0006130375,0.9926181,0.00002910881,0.00001680823,0.003785929],"study_design_scores_gemma":[0.000009313571,0.0005137075,0.009885851,0.000001928042,0.000008770518,0.00004006483,0.00003196712,0.00360937,0.9857919,0.00000789,0.00009143894,0.000007779859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976093,0.00003179559,0.002176875,0.000005107828,0.000002732532,0.000007124319,0.00001658918,0.00003136815,0.0001191793],"genre_scores_gemma":[0.997607,0.00003202213,0.002161674,0.000005003971,0.000001799017,0.000009271669,0.00001771293,0.000004625401,0.0001608689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005042689,"threshold_uncertainty_score":0.002666891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139276812623471,"score_gpt":0.2104198781484496,"score_spread":0.1990271100222149,"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."}}