{"id":"W2061591205","doi":"10.1007/s11771-008-0305-3","title":"Dynamic analysis of polymeric fluid in shear flow for dumbbell model with internal viscosity","year":2008,"lang":"en","type":"article","venue":"Journal of Central South University of Technology","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Dumbbell; Shear flow; Viscosity; Materials science; Flow (mathematics); Shear (geology); Apparent viscosity; Mechanics; Composite material; Physics","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":[0.0001941861,0.0004756573,0.0005183749,0.0008654201,0.0006123544,0.0008553711,0.0005592472,0.0007801392,0.001041418],"category_scores_gemma":[0.0005752391,0.0002214039,0.0005642693,0.0003804572,0.0006345306,0.000895747,0.00035458,0.0004183354,0.0001333263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942845,"about_ca_system_score_gemma":0.0005164834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004702908,"about_ca_topic_score_gemma":0.001314778,"domain_scores_codex":[0.9998709,0.00002412834,0.000003896379,0.00003140273,0.00003871158,0.0000309088],"domain_scores_gemma":[0.9998168,0.0000553466,0.00003670033,0.00001280153,0.00005342739,0.00002497681],"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":[0.0004498512,0.0002628507,0.006424582,0.0001833689,0.00007349063,0.001380652,0.0003204037,0.67751,0.2157631,0.08234429,0.001296827,0.0139906],"study_design_scores_gemma":[0.000006476162,0.00002815242,0.0006598791,0.00000315057,0.000006336829,0.0000473904,0.0000185399,0.9923916,0.005492227,0.001046353,0.000289088,0.00001083631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092268,0.001113477,0.08004394,0.0003600417,0.00008044331,0.00004098182,0.00007962214,0.0001537895,0.008900986],"genre_scores_gemma":[0.9938256,0.000239088,0.002313569,0.00001815355,0.00001933867,0.00001234346,0.00005622304,0.00001854349,0.003497186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004702908,"threshold_uncertainty_score":0.009351015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004866747021037504,"score_gpt":0.1780126818196547,"score_spread":0.1731459347986172,"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."}}