{"id":"W4396610799","doi":"10.1021/acssuschemeng.4c02721","title":"Green Fabrication of All-Nanocellulose-Based Flexible Electroluminescent Devices with Biodegradability, Recyclability, and Extreme Environment Tolerance","year":2024,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Nanocellulose; Biodegradation; Fabrication; Electroluminescence; Materials science; Nanotechnology; Environmentally friendly; Chemical engineering; Chemistry; Cellulose; Engineering; Organic chemistry; Ecology","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":[0.00008403938,0.0004238375,0.0002443448,0.00019006,0.0001141092,0.0002724786,0.000367119,0.0002943256,0.0004485697],"category_scores_gemma":[0.0001050511,0.0001771258,0.0003339827,0.0001956989,0.0001215851,0.0003168182,0.0002804013,0.0003492924,0.0002421049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026315,"about_ca_system_score_gemma":0.0001362033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000331015,"about_ca_topic_score_gemma":0.0006574628,"domain_scores_codex":[0.9999447,0.000003372991,0.000005473893,0.00001737974,0.00001563405,0.00001345588],"domain_scores_gemma":[0.999946,0.000007316446,0.00001610938,0.000009115074,0.000008073406,0.00001340744],"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":[0.000008414431,0.000006468116,0.00004066119,0.00002604809,0.000003132612,0.00004518736,0.000006587503,0.0001045302,0.9976985,0.000103376,0.00003310556,0.001923971],"study_design_scores_gemma":[0.000003410089,0.00002682127,0.0002959238,0.000002264324,0.000004913713,0.00006251251,0.000004628393,0.0011187,0.9976488,0.00002497218,0.000802447,0.000004651541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467573,0.002463163,0.04547236,0.0001459199,0.0001131895,0.0000485622,0.000522945,0.0004752014,0.004001332],"genre_scores_gemma":[0.9468507,0.001320123,0.04796821,0.0001351772,0.00001394043,0.0000667185,0.0004144197,0.00006763274,0.003163109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004485697,"threshold_uncertainty_score":0.001909316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251322830052329,"score_gpt":0.225941464596748,"score_spread":0.2134282362962248,"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."}}