{"id":"W7081954874","doi":"10.11159/iccpe25.147","title":"Reaction-embedded CFD Simulation on of Autoclave High-pressure Polyethylene and EVA","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Polyethylene; Autoclave; High-density polyethylene; Polypropylene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002618184,0.0006952537,0.0007747603,0.0005132559,0.0008226454,0.001012658,0.0008660404,0.001652052,0.004889548],"category_scores_gemma":[0.001064087,0.0004911639,0.0009451763,0.0005193016,0.0007386253,0.0006825539,0.0006059469,0.000733395,0.0003111772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008019281,"about_ca_system_score_gemma":0.001219974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02816483,"about_ca_topic_score_gemma":0.01148331,"domain_scores_codex":[0.9998515,0.00002991358,0.000006956744,0.00002713952,0.00004054817,0.00004400464],"domain_scores_gemma":[0.9994318,0.0003207289,0.00004600883,0.00003533983,0.0001132476,0.00005278894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007351549,0.00006650933,0.00117446,0.00003237757,0.00001193175,0.0001150649,0.00003819309,0.9940341,0.001487209,0.001182655,0.0002574163,0.001526609],"study_design_scores_gemma":[0.00001083125,0.00001885833,0.000329317,0.000002803802,0.000003128299,0.000007609344,0.00001500842,0.9988298,0.0004753868,0.0001234079,0.00017979,0.000004100625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331161,0.0004533093,0.02380925,0.0004924907,0.0002090195,0.0000746487,0.0007570167,0.0004048017,0.04068341],"genre_scores_gemma":[0.9918776,0.00009203905,0.002774245,0.00004600476,0.0000143562,0.00002416826,0.0001848986,0.00005941371,0.004927433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02816483,"threshold_uncertainty_score":0.05600178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004979944514785562,"score_gpt":0.2117387468405465,"score_spread":0.2067588023257609,"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."}}