{"id":"W2120134640","doi":"10.1002/cjce.5450790119","title":"Viscoelastic flow in packed beds or porous media","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscoelasticity; Porous medium; Tortuosity; Capillary action; Mechanics; Flow (mathematics); Viscosity; Materials science; Reynolds number; Porosity; Physics; Composite material; Turbulence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002210266,0.0002596071,0.0002642532,0.0003465693,0.0001859823,0.0004742953,0.0002135112,0.0002812744,0.0004279924],"category_scores_gemma":[0.0005077416,0.0001253935,0.0002199962,0.0001862796,0.0004852601,0.0004339453,0.0002686864,0.0002481518,0.0001126686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794643,"about_ca_system_score_gemma":0.0002039669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360686,"about_ca_topic_score_gemma":0.0006930105,"domain_scores_codex":[0.9999039,0.00002009853,0.000003894984,0.00001555964,0.00003915926,0.00001725011],"domain_scores_gemma":[0.9998091,0.0000975322,0.00002954528,0.000009611193,0.0000404511,0.00001382527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001233847,0.0001212226,0.002075456,0.0001826905,0.00003794693,0.0005158029,0.00009167507,0.7356872,0.1813716,0.05154378,0.0004251178,0.02782413],"study_design_scores_gemma":[0.000006494241,0.00004850864,0.0005788542,0.000007555374,0.000006674019,0.0000549438,0.00001094782,0.9823915,0.01168677,0.004626783,0.0005742197,0.000006752369],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4246327,0.001982011,0.5669876,0.0001212059,0.00006229824,0.00005695634,0.00006388115,0.0002050038,0.005888283],"genre_scores_gemma":[0.9789398,0.0006171643,0.01751129,0.00003309211,0.00002713641,0.00002164473,0.0000365325,0.0000102807,0.00280291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001360686,"threshold_uncertainty_score":0.002753198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008713189743060137,"score_gpt":0.1934032436471031,"score_spread":0.184690053904043,"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."}}