{"id":"W2176776078","doi":"10.3139/217.1673","title":"Flow Instabilities of Linear PE in Capillary Dies","year":2002,"lang":"en","type":"article","venue":"International Polymer Processing","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Capillary action; Brass; Materials science; Slip (aerodynamics); Shear stress; Composite material; Shear (geology); Die (integrated circuit); Shear flow; Mechanics; Critical resolved shear stress; Copper; Shear rate; Metallurgy; Rheology; Thermodynamics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005118611,0.00009222814,0.0001407634,0.0001120307,0.00003654816,0.000006357638,0.0001392916,0.00005683964,0.0001861724],"category_scores_gemma":[0.0001086395,0.00008840534,0.00003685709,0.00008916961,0.0001165457,0.0001503216,0.00006647188,0.0001266464,0.00001001763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003361179,"about_ca_system_score_gemma":0.00000773357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003700011,"about_ca_topic_score_gemma":0.00001900849,"domain_scores_codex":[0.9993424,0.000007785939,0.0002523971,0.0001293872,0.0001365092,0.0001314637],"domain_scores_gemma":[0.9997431,0.00006222587,0.00004825065,0.00006382681,0.00006572316,0.0000168857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003307996,0.001402804,0.2904492,0.001541627,0.0008027983,0.0001223594,0.05786662,0.1274142,0.3084106,0.05177489,0.000773752,0.1591104],"study_design_scores_gemma":[0.0002381311,0.000008542834,0.0008241022,0.0000925299,0.000004271605,0.000006122188,0.0002957095,0.9839386,0.01424509,0.0001760966,0.00006994685,0.0001008525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285275,0.02447872,0.01258373,0.001380131,0.0005222559,0.00006976192,0.00002152651,0.0001066674,0.0323097],"genre_scores_gemma":[0.9953043,0.0001616718,0.0008089257,0.00005984283,0.00008862537,0.000007935058,0.000005130626,0.0000107885,0.003552752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8565244,"threshold_uncertainty_score":0.3605065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467862252149411,"score_gpt":0.2368895488751115,"score_spread":0.2222109263536174,"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."}}