{"id":"W4228998255","doi":"10.3390/molecules27092870","title":"Curing Kinetics Modeling of Epoxy Modified by Fully Vulcanized Elastomer Nanoparticles Using Rheometry Method","year":2022,"lang":"en","type":"article","venue":"Molecules","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Science and Technology Support Plan for Youth Innovation of Colleges and Universities of Shandong Province of China; Jinan Science and Technology Bureau","keywords":"Rheometry; Vulcanization; Epoxy; Elastomer; Curing (chemistry); Kinetics; Materials science; Nanoparticle; Composite material; Viscoelasticity; Natural rubber; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001743529,0.0004322784,0.0002141132,0.0002902749,0.00006691825,0.0001506967,0.000268291,0.0002617233,0.0008307964],"category_scores_gemma":[0.0002831943,0.0001684368,0.0003518464,0.0001560286,0.00009336069,0.0003899764,0.00008343881,0.000334938,0.0003681552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995026,"about_ca_system_score_gemma":0.000138905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089093,"about_ca_topic_score_gemma":0.0009495894,"domain_scores_codex":[0.9999095,0.000008552461,0.000006485875,0.00002895132,0.0000339949,0.00001255302],"domain_scores_gemma":[0.9999183,0.00002815953,0.00002109538,0.000005775446,0.00002279146,0.000003843499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007968213,0.00003623074,0.0005690784,0.0001514157,0.00001285022,0.00009086527,0.00005926852,0.02745217,0.9635254,0.0004663416,0.00009811769,0.007458505],"study_design_scores_gemma":[0.000004622277,0.0001091089,0.001678497,0.0000094245,0.00001657054,0.00005577133,0.00002088011,0.4207835,0.5756482,0.0001242889,0.001531612,0.00001758738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702207,0.002391755,0.1225812,0.00008600091,0.0000540192,0.00005329234,0.0004208832,0.000601808,0.003590259],"genre_scores_gemma":[0.9791135,0.001308996,0.01644924,0.00001418752,0.000005905411,0.00005351413,0.0002489323,0.00005844546,0.002747123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001089093,"threshold_uncertainty_score":0.002779305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201362693720814,"score_gpt":0.2585262895683918,"score_spread":0.2383900201963104,"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."}}