{"id":"W2026044989","doi":"10.1002/pen.10118","title":"Rheological effects of polyethylenes in film blowing","year":2003,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rheology; Materials science; Polymer; Viscosity; Composite material; Blowing agent; Bubble; Polyethylene; Mechanics; Polyurethane","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":[0.0002230056,0.00009930405,0.0001681637,0.0001375701,0.00004418172,0.000005765089,0.000109895,0.00005114814,0.000004966578],"category_scores_gemma":[0.0005392809,0.00008724727,0.00002248377,0.0003569126,0.0002116164,0.0000747885,0.00004902581,0.000122024,0.000001109855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001298418,"about_ca_system_score_gemma":0.0000138809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001616482,"about_ca_topic_score_gemma":7.681639e-7,"domain_scores_codex":[0.9992795,0.000008358261,0.0001383349,0.0001896137,0.0001029213,0.0002812625],"domain_scores_gemma":[0.9996023,0.0002136816,0.00001424862,0.0001003971,0.000011972,0.00005739332],"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":[0.000002281415,0.00001988218,0.009793686,0.00006883759,0.000007167067,0.000008726935,0.0003594822,0.004561457,0.876835,0.1080607,8.059637e-7,0.0002819705],"study_design_scores_gemma":[0.0002720546,0.00002981243,0.01208934,0.00007188373,0.000006171878,0.00001366701,0.00003675878,0.4535735,0.5336864,0.00004995024,0.000005838634,0.0001646462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746943,0.004962142,0.01939679,0.0000203288,0.0001966336,0.00003650727,3.889772e-7,0.00004223482,0.0006506675],"genre_scores_gemma":[0.9985089,0.00006131129,0.001183006,0.00001210736,0.000007623934,0.000006440117,1.06631e-7,0.000005268186,0.0002152935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.449012,"threshold_uncertainty_score":0.355784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004194810613306573,"score_gpt":0.2002218258891134,"score_spread":0.1960270152758068,"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."}}