{"id":"W4376616801","doi":"10.1002/cjce.24958","title":"Convective heat transfer coefficient for the side‐wall in a fixed bed","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Nusselt number; Mechanics; Heat transfer; Reynolds number; Thermodynamics; Turbulence; Heat transfer coefficient; Heat flux; Materials science; Convective heat transfer; Laminar flow; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004289158,0.0001310191,0.0001997265,0.0001535191,0.00004302052,0.00003118953,0.0002781919,0.00007857786,0.00001114284],"category_scores_gemma":[0.0001151003,0.00008816114,0.0001137449,0.000337643,0.00004531037,0.00004286296,0.000003042092,0.0004084524,0.00000384092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000204319,"about_ca_system_score_gemma":0.0001520093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004167637,"about_ca_topic_score_gemma":0.001805182,"domain_scores_codex":[0.9990801,0.000008377781,0.0002881009,0.00006564223,0.0001332496,0.0004245375],"domain_scores_gemma":[0.999113,0.0004694855,0.000003791458,0.0001114674,0.00004800176,0.0002542967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002403245,0.000005759291,0.00006661649,0.0001120267,0.0001418296,0.00007175014,0.005072353,0.8384454,0.1526446,0.0005900944,0.001743455,0.001082075],"study_design_scores_gemma":[0.001676522,0.00006038385,0.0006510884,0.0002377337,0.00009584822,0.0001074775,0.0001951224,0.6770517,0.3067032,0.0001712337,0.01266441,0.0003852021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882294,0.0007039213,0.007223241,0.002329702,0.0009763237,0.0003460382,0.00001933882,0.00006857432,0.0001034649],"genre_scores_gemma":[0.9996323,0.0000142451,0.00003278821,0.00007936439,0.0001684278,0.00002553628,0.00000258667,0.00003699884,0.000007782717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1613937,"threshold_uncertainty_score":0.3595107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241391011080289,"score_gpt":0.1998553764277895,"score_spread":0.1874414663169866,"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."}}