{"id":"W3109521569","doi":"10.1111/jfbc.13569","title":"Pacific white shrimp ( <i>Litopenaeus vannamei</i> ) shell chitosan and the conjugate with epigallocatechin gallate: Antioxidative and antimicrobial activities","year":2020,"lang":"en","type":"article","venue":"Journal of Food Biochemistry","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Prince of Songkla University","keywords":"Chitosan; Chitin; Shrimp; Litopenaeus; Chemistry; Antimicrobial; Food science; Antioxidant; Preservative; Nuclear chemistry; Organic chemistry; Fishery; Biology","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":[0.0003333208,0.0002726686,0.0004836504,0.00003849239,0.0001920203,0.0003242031,0.0003324901,0.00009069721,0.00001638628],"category_scores_gemma":[0.00004426016,0.0001704063,0.00008143941,0.0001570555,0.0006594817,0.0003397105,0.0001593155,0.0003941012,0.000001777549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001433901,"about_ca_system_score_gemma":0.0001101916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003328427,"about_ca_topic_score_gemma":8.561571e-7,"domain_scores_codex":[0.9985821,0.00009189721,0.0004415723,0.0003019972,0.0002975686,0.0002848922],"domain_scores_gemma":[0.9988682,0.00008347274,0.0005805393,0.0001839298,0.0000784628,0.0002054381],"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":[0.001316397,0.00002872351,0.0006838343,0.0001222424,0.00008700979,0.0000333714,0.001601089,0.00002026336,0.995692,0.00001656291,0.0002698553,0.000128688],"study_design_scores_gemma":[0.00258782,0.0005240737,0.000114775,0.000194738,0.00009105519,0.001141615,0.001014307,0.0000336037,0.9939393,0.00003655351,0.000090286,0.0002318416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946866,0.0007256842,0.0001598472,0.003458031,0.000104262,0.0001752731,0.00005555015,0.00002607937,0.0006086524],"genre_scores_gemma":[0.997789,0.0001754362,0.001393488,0.0003696425,0.0002220661,0.000001808026,0.000002865384,0.00002533131,0.0000203462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003102395,"threshold_uncertainty_score":0.6948969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00512105553806806,"score_gpt":0.1867676838727567,"score_spread":0.1816466283346886,"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."}}