{"id":"W4401650303","doi":"10.1039/d4ra02211d","title":"Chitosan-azo dye bioplastics that are reversibly resoluble and recoverable under visible light irradiation","year":2024,"lang":"en","type":"article","venue":"RSC Advances","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; York University","keywords":"Amaranth; Chitosan; Biopolymer; Bioplastic; Cationic polymerization; Chemistry; Irradiation; Nuclear chemistry; Polymer chemistry; Chemical engineering; Organic chemistry; Food science; Polymer; Waste management","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":[0.0002025728,0.00063224,0.0001599838,0.000447482,0.0001444983,0.0002241378,0.0001522805,0.0003787332,0.001352927],"category_scores_gemma":[0.0003315617,0.0001894186,0.0001688677,0.0003729289,0.0002720672,0.0002140228,0.0001463038,0.0004336984,0.0002736105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003097039,"about_ca_system_score_gemma":0.0002720135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209352,"about_ca_topic_score_gemma":0.003462181,"domain_scores_codex":[0.9997852,0.00001830595,0.00001643274,0.00004540594,0.0001018252,0.00003286989],"domain_scores_gemma":[0.9997042,0.00005326175,0.0001092932,0.00002757218,0.00006506959,0.00004062569],"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":[0.00001198915,0.000002499553,0.00003079414,0.00001404059,0.000001352805,0.00001559852,0.000002530737,0.00001509574,0.9994311,0.00002105213,0.00001140134,0.0004425741],"study_design_scores_gemma":[0.000002402324,0.00004179386,0.001570147,0.000002599242,0.000006111123,0.0001001131,0.000005277209,0.0001762077,0.9975461,0.00001041637,0.0005350527,0.000003688269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717381,0.002124938,0.02074901,0.00009453214,0.00006451809,0.00007498925,0.0006761944,0.0002304935,0.004247144],"genre_scores_gemma":[0.9825554,0.0009699258,0.01022053,0.00004860032,0.00001167985,0.00005637101,0.0008512812,0.00005282089,0.00523341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001352927,"threshold_uncertainty_score":0.004526019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00913838272469858,"score_gpt":0.2173695511132795,"score_spread":0.2082311683885809,"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."}}