{"id":"W2560132904","doi":"10.1063/1.4968826","title":"Non-isothermal extrudate swell","year":2016,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Die swell; Isothermal process; High-density polyethylene; Swell; Capillary action; Crystallization; Mechanics; Thermodynamics; Extrusion; Materials science; Composite material; Die (integrated circuit); Physics; Polyethylene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005239774,0.0001132128,0.0001883455,0.00001680727,0.00002993506,0.0000019043,0.0001602505,0.0000543463,0.00007428989],"category_scores_gemma":[0.00002044125,0.00007962214,0.00007983111,0.00006497162,0.0001246115,0.00009140016,0.00008140673,0.0000610547,0.0001438277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001511221,"about_ca_system_score_gemma":0.00000846992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007581111,"about_ca_topic_score_gemma":5.367912e-7,"domain_scores_codex":[0.9994069,0.000005342173,0.0001589405,0.0001426089,0.00008743189,0.0001987835],"domain_scores_gemma":[0.9995856,0.00007876479,0.00002987352,0.0002267682,0.00004505503,0.00003395351],"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":[0.00001687583,0.00003723999,0.00228771,0.00002000767,0.00006092953,0.000001171225,0.0001129902,0.00007367101,0.9189147,0.07454083,0.0002830335,0.003650887],"study_design_scores_gemma":[0.001975153,0.0001247951,0.005121249,0.0001613661,0.00007041111,0.000003418079,0.00002597407,0.1441897,0.8279111,0.01881274,0.0009766652,0.0006273845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3512273,0.0001814973,0.6345682,0.0002496622,0.0002114457,0.00006697602,0.00002343787,0.0000820904,0.01338945],"genre_scores_gemma":[0.9949238,0.00007549755,0.001215285,0.00003419161,0.0001601909,0.000007613608,0.000002060017,0.00001991337,0.003561472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6436965,"threshold_uncertainty_score":0.3246897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009081900335090346,"score_gpt":0.2210303629397244,"score_spread":0.211948462604634,"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."}}