{"id":"W3115146558","doi":"10.1021/acssuschemeng.0c07514","title":"Triggered Release from Cellulose Microparticles Inspired by Wood Degradation by Fungi","year":2020,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China","keywords":"Cellulose; Microparticle; Chemistry; Degradation (telecommunications); Photosensitizer; Drug delivery; Nanomaterials; Controlled release; Nanotechnology; Materials science; Chemical engineering; Photochemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007330743,0.0002255542,0.0001870959,0.000005250457,0.00009393802,0.0001138244,0.0002628978,0.0001583881,0.000224963],"category_scores_gemma":[0.0003447261,0.0001339785,0.0000569544,0.0004560086,0.00002028795,0.0002755389,0.00007533191,0.0001991326,0.00002123132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058615,"about_ca_system_score_gemma":0.00001611283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002645108,"about_ca_topic_score_gemma":0.00000102121,"domain_scores_codex":[0.998657,0.00001722959,0.0002703458,0.0003977188,0.0002018092,0.0004558529],"domain_scores_gemma":[0.9993353,0.0001188096,0.0000905563,0.00008085198,0.0001118316,0.0002626045],"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":[0.00002133614,0.00004382825,0.0001038706,0.00004872126,0.0000164767,0.00001633882,0.00007217579,0.00009512335,0.9863312,0.00001044071,0.01134441,0.001896023],"study_design_scores_gemma":[0.0002683843,0.00003025327,0.0001415534,0.00001052933,0.0000208216,9.356227e-7,0.0005558404,0.001857026,0.9494108,0.00001805663,0.0474152,0.0002705746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995629,0.002067703,0.0001466005,0.001477821,0.00002333061,0.0001572357,0.0001256383,0.0002854398,0.00008729914],"genre_scores_gemma":[0.9960451,0.0000809603,0.0001437049,0.0001722974,0.0001881245,0.00002884375,0.002167956,0.00000574468,0.001167272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03692043,"threshold_uncertainty_score":0.5463486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005937306187568395,"score_gpt":0.1585438367757316,"score_spread":0.1526065305881633,"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."}}