{"id":"W2161624343","doi":"10.1016/j.ijheatmasstransfer.2013.03.006","title":"Fluid flow and forced convection heat transfer around a solid cylinder wrapped with a porous ring","year":2013,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Darcy number; Materials science; Mechanics; Porous medium; Heat transfer; Reynolds number; Cylinder; Nusselt number; Thermodynamics; Porosity; Turbulence; Composite material; Physics; Geometry; Mathematics","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":[0.000240973,0.0003182403,0.0005668952,0.0004412422,0.0006696347,0.000641839,0.0005060479,0.0006237288,0.000725669],"category_scores_gemma":[0.0008163471,0.0001891142,0.0004294268,0.0002150612,0.001251792,0.0007027164,0.0004927419,0.0003475547,0.00009014061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003973911,"about_ca_system_score_gemma":0.0004358083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497476,"about_ca_topic_score_gemma":0.0003810029,"domain_scores_codex":[0.9998654,0.00002307711,0.000009972002,0.0000361453,0.00003460623,0.00003071906],"domain_scores_gemma":[0.9995161,0.0002779029,0.0000845953,0.00003569877,0.00004007028,0.00004569863],"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":[0.004813178,0.0003432877,0.005997554,0.0002903375,0.00009442529,0.001591852,0.00040816,0.1610524,0.8048514,0.009114956,0.0003500096,0.01109248],"study_design_scores_gemma":[0.0003542237,0.002113189,0.01505075,0.00002161448,0.00009122908,0.0004938481,0.0001728686,0.6345621,0.3445188,0.001443997,0.001088302,0.00008898922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962254,0.0001232332,0.002721069,0.00006189987,0.00003064674,0.00001174262,0.00003592658,0.00004599705,0.0007441991],"genre_scores_gemma":[0.9985033,0.00002602288,0.0009249646,0.000004371505,0.000009332363,0.000004359357,0.00002406273,0.000005200706,0.000498393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001497476,"threshold_uncertainty_score":0.00297749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008117167094583934,"score_gpt":0.2154296321703918,"score_spread":0.2073124650758078,"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."}}