{"id":"W3163136323","doi":"10.3390/polym13101622","title":"Investigation on the Thermoforming of Pmsq-Hdpe for the Manufacture of a NACA Profile of Small Dimensions","year":2021,"lang":"en","type":"article","venue":"Polymers","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"High-density polyethylene; Materials science; Composite material; Viscoelasticity; von Mises yield criterion; Rheology; Polyethylene; Finite element method; Structural engineering; Engineering","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":[0.0002152446,0.0000713632,0.0001216884,0.00002445468,0.00009894613,0.000008725465,0.0001588092,0.00003499172,0.000505415],"category_scores_gemma":[0.0001390361,0.00003608019,0.00006197602,0.0001102869,0.0002025849,0.00003840227,0.00004023167,0.00003634006,0.000002022403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006061525,"about_ca_system_score_gemma":0.0001042935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001059349,"about_ca_topic_score_gemma":0.00002188782,"domain_scores_codex":[0.9993492,0.00007355942,0.0002197732,0.0000988554,0.0001491042,0.000109516],"domain_scores_gemma":[0.9991673,0.0003077934,0.0001916471,0.0002352148,0.00007609123,0.0000219577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003728036,0.00001300176,0.00004782395,0.00005392698,0.00001557419,8.917608e-8,0.002114622,0.00003886908,0.9905396,0.005735459,0.0001230091,0.001280788],"study_design_scores_gemma":[0.0001196004,0.00004789926,0.0002479472,0.00006180161,0.00002586398,8.587737e-7,0.001318771,0.0002980776,0.9969459,0.0004580525,0.0004318744,0.00004342517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994953,0.001183751,0.00035657,0.001776,0.000166393,0.000279129,0.00008475139,0.0000109648,0.001189486],"genre_scores_gemma":[0.9986367,0.00002490048,0.000263434,0.0003948133,0.00001563192,0.0000251912,0.000007818621,0.000008669228,0.0006228305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006406272,"threshold_uncertainty_score":0.553394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06004011397847103,"score_gpt":0.2368334714763699,"score_spread":0.1767933574978989,"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."}}