{"id":"W2770959905","doi":"10.3139/217.3553","title":"Fluid Elasticity in Plastic Pipe Extrusion: Loads on Die Barrel","year":2017,"lang":"en","type":"article","venue":"International Polymer Processing","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Extrusion; Die (integrated circuit); Barrel (horology); Materials science; Plug flow; Algebraic expression; Mechanics; Mechanical engineering; Structural engineering; Composite material; Engineering; Algebraic number; Mathematics; Physics; Mathematical analysis","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":[0.00008320073,0.0001624515,0.0001703797,0.0001101925,0.0002829785,0.00008211675,0.0004471769,0.0001003119,0.00009829767],"category_scores_gemma":[0.0006520113,0.0001518014,0.00004518925,0.0000301203,0.000139808,0.0002495613,0.0001940946,0.0002594117,0.00007527215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007930185,"about_ca_system_score_gemma":0.00002786455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004843667,"about_ca_topic_score_gemma":0.00003238131,"domain_scores_codex":[0.9990062,0.00000837268,0.0002424421,0.0002778969,0.0002289244,0.0002361622],"domain_scores_gemma":[0.9994519,0.0001560753,0.0001010621,0.000183983,0.00005658952,0.00005034866],"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":[0.001834169,0.001304077,0.2184065,0.0003806766,0.0005740437,0.0008019771,0.00311148,0.04735805,0.5574998,0.08211897,0.0006027229,0.08600755],"study_design_scores_gemma":[0.0009596732,0.00003263569,0.04236014,0.0004310502,0.00001515325,0.00001153095,0.00003779077,0.9311082,0.02405352,0.0005134126,0.0001487392,0.0003280985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7345635,0.002419671,0.1302075,0.002708713,0.003964266,0.000133231,0.00003367939,0.0002203941,0.125749],"genre_scores_gemma":[0.9957833,0.0000285143,0.0001002297,0.0001307142,0.0003076211,0.0000153537,0.000006501375,0.00001846145,0.00360927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8837502,"threshold_uncertainty_score":0.6190282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139880755629167,"score_gpt":0.2710800020544311,"score_spread":0.2570919264915144,"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."}}