{"id":"W6996844621","doi":"","title":"Start-up of Flow Through a 4:1:4 Constriction in a Tube Using the Rouse-CCR Tube Model for Linear Entangled Polymers with Finite Extensibility","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tube (container); Extensibility; Flow (mathematics); Polymer; Constriction","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":[0.0003555196,0.0003983321,0.0008426676,0.000625395,0.0008601418,0.0008660128,0.0008950517,0.001344671,0.005957459],"category_scores_gemma":[0.0007432098,0.0004284634,0.001074233,0.0002664174,0.0006892423,0.001106816,0.0005734871,0.0008581252,0.0006982972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005928071,"about_ca_system_score_gemma":0.0005633842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317308,"about_ca_topic_score_gemma":0.001032199,"domain_scores_codex":[0.9998868,0.00002426501,0.000004546417,0.00003165728,0.0000312206,0.00002151061],"domain_scores_gemma":[0.9997755,0.00008873903,0.00003203516,0.00003507132,0.00002598596,0.00004265931],"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":[0.0007351942,0.0003090506,0.003171296,0.0003907467,0.00008407972,0.0018012,0.0006059852,0.6593958,0.1899998,0.1195795,0.00267413,0.02125324],"study_design_scores_gemma":[0.00003143882,0.0000688954,0.0005086192,0.00001555161,0.00000971294,0.00006291096,0.00001596894,0.9826635,0.01308284,0.002360032,0.001143048,0.0000375468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6114522,0.0006409734,0.3582255,0.0005553857,0.000264974,0.0003527382,0.0004105424,0.001257386,0.02684037],"genre_scores_gemma":[0.9568823,0.0002558733,0.02919994,0.00005217154,0.00003691379,0.0001649898,0.0001417174,0.0002180055,0.01304802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005957459,"threshold_uncertainty_score":0.01992965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757311472158965,"score_gpt":0.2526671349116811,"score_spread":0.2150940201900915,"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."}}