{"id":"W1986712612","doi":"10.1002/cjce.20216","title":"Flow of Newtonian and power law liquids in tube bundles","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pressure drop; Bundle; Mechanics; Newtonian fluid; Non-Newtonian fluid; Reynolds number; Power-law fluid; Power law; Tube (container); Flow (mathematics); Materials science; Physics; Mathematics; Turbulence; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002713791,0.0001752185,0.0001962586,0.0005054371,0.0002779395,0.000477417,0.0001719533,0.0001544669,0.0004796972],"category_scores_gemma":[0.0005829128,0.000135159,0.00009374884,0.000246527,0.0004299919,0.0006281123,0.0002973514,0.0001865302,0.00009680216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203249,"about_ca_system_score_gemma":0.0001218122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000449294,"about_ca_topic_score_gemma":0.0002093369,"domain_scores_codex":[0.9998859,0.00002119694,0.000006116175,0.00002978304,0.00003215021,0.000024834],"domain_scores_gemma":[0.9995685,0.0001201794,0.0001447945,0.00002315856,0.00008024698,0.00006320501],"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":[0.000280888,0.00006662009,0.00771582,0.00002671072,0.000006592497,0.0001241429,0.0003240644,0.002085113,0.9832847,0.0008451778,0.00005304239,0.005187236],"study_design_scores_gemma":[0.0000511801,0.0009417781,0.03441717,0.0000167654,0.00002411293,0.0003618945,0.0002626685,0.07063719,0.8907831,0.0006737999,0.001804155,0.00002619414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979284,0.00008834192,0.001754738,0.000003682363,0.000001457266,0.000002672972,0.000008496824,0.00001488216,0.0001973222],"genre_scores_gemma":[0.9983615,0.00004994704,0.001359197,0.000003836505,0.000002692238,0.000003700356,0.00002242791,0.000004963566,0.0001915902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005054371,"threshold_uncertainty_score":0.001604736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0043361592073248,"score_gpt":0.1816745294454132,"score_spread":0.1773383702380884,"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."}}