{"id":"W3092604314","doi":"10.1016/j.polymer.2020.123114","title":"Microsphere-structured hydrogel crosslinked by polymerizable protein-based nanospheres","year":2020,"lang":"en","type":"article","venue":"Polymer","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Fundamental Research Funds for Central Universities of the Central South University; National Key Research and Development Program of China; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Self-healing hydrogels; Gelatin; Materials science; Chemical engineering; Monomer; Polymer; Biocompatibility; Swelling; Nanoparticle; Acrylamide; Thermal stability; Polymer chemistry; Composite number; Composite material; Nanotechnology; Chemistry; Organic chemistry","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":[0.0001921875,0.0002878801,0.000147872,0.000164247,0.00008425122,0.0001428562,0.0002157965,0.000257017,0.0009701669],"category_scores_gemma":[0.000163577,0.0001225053,0.0001417701,0.0001211759,0.0001603248,0.0003873197,0.0001569357,0.0002591617,0.000312128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002669509,"about_ca_system_score_gemma":0.000157288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002847082,"about_ca_topic_score_gemma":0.0005752904,"domain_scores_codex":[0.9999269,0.000007441657,0.000004360279,0.00002496827,0.00002017964,0.00001609031],"domain_scores_gemma":[0.9998552,0.00004335009,0.0000435215,0.00001135343,0.00001663129,0.00002993338],"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":[0.00002244893,0.000007617816,0.00002182315,0.0000188121,0.000001817104,0.00001194343,0.000005329659,0.00009266515,0.9990526,0.00006588708,0.00003019515,0.0006688595],"study_design_scores_gemma":[0.000006506755,0.00005179795,0.0004236836,0.000001631552,0.000003222817,0.00002730341,0.000002894308,0.0006008123,0.9983071,0.00002238062,0.0005501981,0.000002432995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751289,0.00205154,0.01970739,0.000142902,0.00005424309,0.00004443952,0.0003753712,0.0002675447,0.002227609],"genre_scores_gemma":[0.9829893,0.0007669221,0.01250466,0.00009089819,0.00002922574,0.00004127217,0.0002392819,0.00006779071,0.003270798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009701669,"threshold_uncertainty_score":0.003245473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052821427406503,"score_gpt":0.2207618094309221,"score_spread":0.2102335951568571,"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."}}