{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002433303,0.0002296288,0.0003215073,0.0002277467,0.0001347175,0.00003851283,0.0003229764,0.00005624765,0.00005272357],"category_scores_gemma":[0.00007473606,0.0002725062,0.00007901371,0.0006030088,0.00003138127,0.0001032137,0.0002092035,0.0002495288,0.000002226533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089181,"about_ca_system_score_gemma":0.00002708136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005888187,"about_ca_topic_score_gemma":0.000002179511,"domain_scores_codex":[0.9983853,0.00008373766,0.0004513109,0.0002691234,0.0004201791,0.0003904212],"domain_scores_gemma":[0.9993858,0.00008339475,0.00008332421,0.0002944374,0.00007119838,0.00008185624],"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":[0.000009374286,0.00002892275,0.00004372239,0.0001063503,0.0000340971,0.000004176143,0.0001301541,0.5366302,0.4625939,0.00007133983,0.00002858925,0.0003192601],"study_design_scores_gemma":[0.0002393414,0.00002802018,0.000007429501,0.00002289439,0.00003227907,0.00001237121,0.00008891531,0.606976,0.3920221,0.0002505099,0.0001259382,0.0001942503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7197052,0.002716564,0.2766849,0.00001888665,0.000142535,0.0001017106,0.00002851518,0.0002119456,0.0003898347],"genre_scores_gemma":[0.9578502,0.0000327389,0.04190537,0.00002094235,0.00002488643,0.0000278019,0.000007867369,0.00009877855,0.00003144047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.238145,"threshold_uncertainty_score":0.9999727,"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."}}