{"id":"W1965309282","doi":"10.1115/imece2005-82527","title":"Non Isothermal Hybrid Approach Using the Perfect Gas Law and Explicit Dynamic Finite Element Method for Modeling of Thermoforming and Blow Molding Processes","year":2005,"lang":"en","type":"article","venue":"Applied Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Thermoforming; Finite element method; Materials science; Isotropy; Compressibility; Isothermal process; Viscoelasticity; Mechanics; Mechanical engineering; Molding (decorative); Composite material; Thermodynamics; Engineering; Structural engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005191573,0.0002002923,0.0002846197,0.00003876533,0.000238709,0.00001456252,0.0001146948,0.0000762132,0.000004388195],"category_scores_gemma":[0.00002927592,0.0001570877,0.00003934706,0.0000721621,0.00002435502,0.00006568709,0.000125675,0.0001516595,1.276873e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003303385,"about_ca_system_score_gemma":0.00001390598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001254374,"about_ca_topic_score_gemma":0.000009430913,"domain_scores_codex":[0.9990548,0.000009821069,0.0002636385,0.0002805044,0.00009701676,0.0002942271],"domain_scores_gemma":[0.9994348,0.0002487801,0.00008475173,0.0001540755,0.00004493849,0.00003263834],"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":[0.00007246088,0.00003797416,0.000001910735,0.0004910968,0.0001400552,2.450038e-7,0.001560039,0.5384966,0.2607141,0.1903206,4.992417e-7,0.008164375],"study_design_scores_gemma":[0.0004422406,0.00002242711,7.407576e-8,0.00003389194,0.0000998153,0.000008462667,0.000652216,0.9666381,0.02874898,0.003181226,0.000006078073,0.0001664283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1499847,0.0005427724,0.8486718,0.00002494004,0.00001540463,0.0003922882,0.000008862688,0.00003095909,0.0003282416],"genre_scores_gemma":[0.8335121,0.0001723885,0.166031,0.00009341376,0.00003553368,0.0001020474,0.000004469082,0.00003476999,0.00001426185],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6835274,"threshold_uncertainty_score":0.6405851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493751771895899,"score_gpt":0.2474673149010074,"score_spread":0.2325297971820484,"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."}}