{"id":"W4404099756","doi":"10.1021/acsabm.4c01044","title":"A Polyphenol Decorated <i>Triplex</i> Hybrid Biomaterial: Structure–Function, Release Profiles, Sorption, and Antipathogenic Effects","year":2024,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan; University of Saskatchewan","keywords":"Biomaterial; Chitosan; Biopolymer; Polyphenol; Chemistry; Adsorption; Chemical engineering; Coating; Biocomposite; Sorption; Polymer; Nuclear chemistry; Materials science; Organic chemistry; Composite material; Antioxidant; Composite number","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005704949,0.0006205478,0.0006687249,0.0003272423,0.0003277427,0.001514227,0.0003755165,0.0002245275,0.0006327393],"category_scores_gemma":[0.00003503085,0.0005360823,0.00005749995,0.0005264099,0.000208708,0.0004190878,0.0002834425,0.0001129343,0.0007590681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009146897,"about_ca_system_score_gemma":0.0001278268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007739232,"about_ca_topic_score_gemma":0.000004382312,"domain_scores_codex":[0.99663,0.000177935,0.0008120225,0.001191891,0.0004027385,0.000785411],"domain_scores_gemma":[0.9987004,0.00009584169,0.0002497283,0.0006350706,0.00009103789,0.000227913],"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":[0.0003828,0.00003981114,0.00002218556,0.0007566845,0.00006302636,0.0000610722,0.0001013627,0.000001725244,0.9921531,0.002957694,0.002652106,0.000808407],"study_design_scores_gemma":[0.0007769174,0.0001581348,0.00034227,0.0001833739,0.00018788,0.000177712,0.00001453718,0.000007043255,0.9906905,0.003144237,0.003678903,0.0006384777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990272,0.0008421402,0.000369596,0.00009504633,0.00437576,0.001591568,0.001161044,0.001230557,0.00006228209],"genre_scores_gemma":[0.9969626,0.00004848411,0.0009094092,0.0003435868,0.0006825583,0.0002149507,0.0006150483,0.0001534194,0.00006994784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006690588,"threshold_uncertainty_score":0.9997091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004544858544725787,"score_gpt":0.2061705392462775,"score_spread":0.2016256807015517,"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."}}