{"id":"W1998886842","doi":"10.1002/pen.21112","title":"Investigation of LDPE blown film instability induced by air cooling","year":2008,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Bubble; Materials science; Instability; Airflow; Mechanics; Air bubble; Heat transfer; Aerodynamic heating; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750781,0.0002165655,0.0002384981,0.0002203522,0.0002017694,0.0001751482,0.0001307708,0.0001865439,0.001257372],"category_scores_gemma":[0.000440321,0.0001163967,0.0001367438,0.0001016437,0.0002208665,0.0001812044,0.0001518954,0.0003132107,0.00009920738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254424,"about_ca_system_score_gemma":0.0000791265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006578157,"about_ca_topic_score_gemma":0.0005300915,"domain_scores_codex":[0.9998907,0.00001707514,0.000004846333,0.00002366835,0.00004411094,0.0000195504],"domain_scores_gemma":[0.999676,0.0001503039,0.00006809425,0.00001623989,0.00006209698,0.00002732185],"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":[0.00008911416,0.000009908809,0.0003408981,0.00002556689,0.000003291253,0.00005295517,0.00003836914,0.0001229712,0.9977907,0.0000178533,0.00001557681,0.001492742],"study_design_scores_gemma":[0.000008556895,0.0001403217,0.004475162,0.00000295662,0.000005941155,0.00005338694,0.00001963999,0.00270522,0.992228,0.00001410854,0.0003427645,0.000004100814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979033,0.0002037571,0.00146783,0.00001457547,0.000005380812,0.00001310453,0.00004214751,0.00003064665,0.0003192578],"genre_scores_gemma":[0.9981979,0.00008217138,0.001249548,0.00001147013,0.000004147448,0.00001190584,0.00005805181,0.0000131871,0.0003716492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001257372,"threshold_uncertainty_score":0.0042063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321032832270442,"score_gpt":0.2028854645464304,"score_spread":0.1896751362237259,"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."}}