{"id":"W3047172446","doi":"10.1039/d0ma00397b","title":"Stimuli-responsive hydrogel consisting of hydrazide-functionalized poly(oligo(ethylene glycol)methacrylate) and dialdehyde cellulose nanocrystals","year":2020,"lang":"en","type":"article","venue":"Materials Advances","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; National Institute for Nanotechnology; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Methacrylate; Ethylene glycol; Polymer chemistry; Cellulose; Hydrazide; Materials science; Chemistry; Organic chemistry; Copolymer; Polymer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001147498,0.0003006078,0.0001437068,0.0001236973,0.00008690228,0.0001644031,0.0002154114,0.0002500096,0.003611905],"category_scores_gemma":[0.00008600795,0.00009857793,0.0001736362,0.0001143254,0.0001112719,0.000265501,0.000107915,0.0003399392,0.000523063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582991,"about_ca_system_score_gemma":0.0002267492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003481234,"about_ca_topic_score_gemma":0.0007418809,"domain_scores_codex":[0.9999455,0.000004348484,0.000003713196,0.00001708015,0.00001155577,0.00001778039],"domain_scores_gemma":[0.9999509,0.00001102997,0.00001497631,0.00000384768,0.000005239057,0.00001394493],"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":[0.00003126202,0.00001210549,0.00002446468,0.0000584451,0.000003316127,0.00002755401,0.000004486766,0.0001350271,0.9983425,0.0001593917,0.00008958305,0.001111749],"study_design_scores_gemma":[0.000009583319,0.00007730755,0.0003048134,0.000003599246,0.000005089925,0.00003431998,0.000003343324,0.0007458979,0.9970748,0.0000215912,0.001714822,0.000004677713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573403,0.002984126,0.02514229,0.0005292349,0.0003878733,0.0001832458,0.00212645,0.0006568793,0.01064953],"genre_scores_gemma":[0.9767789,0.00143416,0.01400546,0.0002344748,0.00004901183,0.0001074502,0.0006325196,0.00005011729,0.006708051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003611905,"threshold_uncertainty_score":0.01208299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183412575946851,"score_gpt":0.2546611618787226,"score_spread":0.2363199042840375,"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."}}