{"id":"W2138306196","doi":"10.1177/0731684406056436","title":"A New Thermodynamical Approach for the Simulation of Thermoforming Process using the Quasi-static Finite Element Method","year":2006,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermoforming; Finite element method; Viscoelasticity; Materials science; Thermoplastic; Deformation (meteorology); Mechanics; Constitutive equation; Stiffness; Composite material; Structural engineering; Engineering; Physics","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":[0.0002101175,0.00008732804,0.000165432,0.00005948596,0.00009378639,0.00004697748,0.00009785509,0.00003047924,0.000005266661],"category_scores_gemma":[0.00002938786,0.00004677833,0.00008426669,0.0001103989,0.00001818973,0.00007911675,0.000008771243,0.00009025718,6.316399e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001594332,"about_ca_system_score_gemma":0.00002614737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008089594,"about_ca_topic_score_gemma":0.000002108919,"domain_scores_codex":[0.9993114,0.00001550751,0.0003843999,0.00003970848,0.0001591338,0.00008985581],"domain_scores_gemma":[0.9987267,0.0008697839,0.0002158605,0.00006048765,0.0001015784,0.00002561465],"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":[0.00003441443,0.000004900436,0.00006315768,0.00004662888,0.0001010163,1.495328e-7,0.0002399667,0.9954531,0.001706966,0.001172843,0.000009918364,0.001166996],"study_design_scores_gemma":[0.0003099508,0.00006169493,0.00006359026,0.00002413073,0.0002083872,0.000004806679,0.000379554,0.9979546,0.0005824894,0.00032024,0.00003320253,0.00005734566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02110299,0.0001402856,0.9784924,0.00002364399,0.00003004994,0.0001129742,0.000005398528,0.000005999947,0.00008626906],"genre_scores_gemma":[0.9347886,0.00001305704,0.06508336,0.00001355481,0.00006674646,0.000001285447,0.000004312132,0.000009208386,0.0000198206],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9136857,"threshold_uncertainty_score":0.1907565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232847190493883,"score_gpt":0.2593385662612806,"score_spread":0.2470100943563418,"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."}}