{"id":"W2992706217","doi":"10.1002/pat.4819","title":"Simulation of crystallization evolution of polyoxymethylene during microinjection molding cycle","year":2019,"lang":"en","type":"article","venue":"Polymers for Advanced Technologies","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University","funders":"","keywords":"Polyoxymethylene; Materials science; Molding (decorative); Crystallization; Dissipation; Thermal; Mechanics; Work (physics); Interconnectivity; Crystallinity; Parametric statistics; Composite material; Phase (matter); Mechanical engineering; Thermodynamics; Polymer; Computer science","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":[0.00005156477,0.00011243,0.0001778487,0.0003070482,0.00004958501,0.000005566889,0.00009107503,0.0001175962,0.000009612459],"category_scores_gemma":[0.00008505725,0.0001157934,0.00006010964,0.0003260779,0.00004318939,0.0002696289,0.00002163169,0.00006505751,8.140531e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127112,"about_ca_system_score_gemma":0.00001050749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001507418,"about_ca_topic_score_gemma":0.000002322277,"domain_scores_codex":[0.9993497,0.000004626421,0.0002616187,0.0001348763,0.00008994259,0.0001592692],"domain_scores_gemma":[0.9995738,0.00004817032,0.0001193612,0.0001554012,0.00009570457,0.000007549459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003199211,0.00000458745,0.0002382507,0.0002804961,0.00001163286,1.345429e-8,0.00004877797,0.5115365,0.4773316,0.0002904604,2.220226e-7,0.01022544],"study_design_scores_gemma":[0.0003370787,0.00008915726,0.0001765175,0.00008817008,0.00001014816,7.138258e-7,0.0008369823,0.126595,0.8705235,0.001176774,0.00005118712,0.0001147956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591158,0.002508905,0.1370667,0.000009953544,0.0002289432,0.0002645603,0.00001123285,0.0006774242,0.0001165001],"genre_scores_gemma":[0.9966406,0.0001083573,0.00313527,5.267618e-7,0.000007907825,0.0000272519,0.000004710755,0.0000266095,0.00004875847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3931918,"threshold_uncertainty_score":0.4721916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005359157826418616,"score_gpt":0.2150522729542018,"score_spread":0.2096931151277832,"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."}}