{"id":"W4405531608","doi":"10.1016/j.fpsl.2024.101422","title":"Characterization, vapor release behavior, vapor bio-functional performance and application of UV-responded modified polyvinyl alcohol bio-active films loaded with oregano essential oil microcapsules","year":2024,"lang":"en","type":"article","venue":"Food Packaging and Shelf Life","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Ministry of Agriculture and Rural Affairs of the People's Republic of China; Priority Academic Program Development of Jiangsu Higher Education Institutions; Agriculture Research System of China","keywords":"Polyvinyl alcohol; Materials science; Chemical engineering; Alcohol; Characterization (materials science); Essential oil; Chemistry; Nanotechnology; Organic chemistry; Chromatography; Composite material","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":[0.0001457058,0.0002669028,0.0001511589,0.0002077254,0.0001191327,0.0002051852,0.0001607284,0.0002959518,0.0006474285],"category_scores_gemma":[0.0002109315,0.0001498001,0.0002307567,0.0001396117,0.0001443369,0.0002549748,0.0001115678,0.0002387433,0.0001547247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491141,"about_ca_system_score_gemma":0.0000906631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005081214,"about_ca_topic_score_gemma":0.0006964291,"domain_scores_codex":[0.999904,0.000009614279,0.000009092752,0.00002748561,0.00002832807,0.00002142744],"domain_scores_gemma":[0.9998808,0.00003090569,0.00003306255,0.0000107529,0.00003312896,0.00001134316],"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":[0.0000216343,0.00000508329,0.00007560725,0.00001463699,0.000001697665,0.00002124185,0.00001053991,0.00003921517,0.9992844,0.000009631497,0.000004153107,0.0005121676],"study_design_scores_gemma":[7.526964e-7,0.0000784002,0.001054086,0.000001658531,0.000006945042,0.00002886885,0.00001035528,0.0003305837,0.9982905,0.000004245804,0.0001915076,0.00000212445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957901,0.0009153974,0.002562627,0.00002208804,0.00001529005,0.00001104039,0.00008612264,0.00003072382,0.0005666902],"genre_scores_gemma":[0.9964567,0.0004372308,0.001533529,0.00001387395,0.000004933925,0.00001430658,0.00008196221,0.0000110315,0.00144633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006474285,"threshold_uncertainty_score":0.002165854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109969669205787,"score_gpt":0.2233146113841932,"score_spread":0.2123176444636145,"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."}}