{"id":"W3109098916","doi":"10.3390/polym12112753","title":"Reliability of Free Inflation and Dynamic Mechanics Tests on the Prediction of the Behavior of the Polymethylsilsesquioxane–High-Density Polyethylene Nanocomposite for Thermoforming Applications","year":2020,"lang":"en","type":"article","venue":"Polymers","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"High-density polyethylene; Thermoforming; Materials science; Viscoelasticity; Composite material; Nanocomposite; Polyethylene","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":[0.0003028171,0.0001416942,0.0002204686,0.00002659141,0.000268694,0.00001428656,0.0005564442,0.00007765987,0.00001727469],"category_scores_gemma":[0.000110829,0.0000729461,0.0001284855,0.0002500805,0.0002871077,0.00009641433,0.0002409924,0.00009548056,5.094292e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002495911,"about_ca_system_score_gemma":0.00005970241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006828051,"about_ca_topic_score_gemma":0.00003388296,"domain_scores_codex":[0.998742,0.0001461764,0.0004248855,0.000230023,0.0002924285,0.0001644968],"domain_scores_gemma":[0.9984709,0.0003055299,0.0004533308,0.00063771,0.00009091091,0.00004164125],"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":[0.0001005301,0.00005074274,0.001169314,0.00007015146,0.00001018682,1.448685e-8,0.0006061968,0.00003651994,0.9938046,0.001041239,0.000006341566,0.003104149],"study_design_scores_gemma":[0.0002659934,0.0001507598,0.03036463,0.00004669975,0.0001173437,0.000001291329,0.0001166918,0.0008767355,0.967519,0.0004431925,0.00002987019,0.00006783011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950433,0.0004297384,0.0006927912,0.001630199,0.0001510267,0.001485409,0.0005111257,0.00002151091,0.00003491102],"genre_scores_gemma":[0.9994087,0.00001951607,0.0001830919,0.0001572016,0.00002607826,0.0001674153,0.000004082533,0.00001478912,0.00001907817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919532,"threshold_uncertainty_score":0.2974656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368426754002743,"score_gpt":0.2221358784230229,"score_spread":0.2084516108829955,"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."}}