{"id":"W3195484258","doi":"10.3390/polym13162790","title":"Antimicrobial Biodegradable Food Packaging Based on Chitosan and Metal/Metal-Oxide Bio-Nanocomposites: A Review","year":2021,"lang":"en","type":"review","venue":"Polymers","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Chitosan; Food packaging; Materials science; Nanocomposite; Biopolymer; Active packaging; Antimicrobial; Oxide; Nanotechnology; Polymer; Chemistry; Organic chemistry; Composite material; Metallurgy","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":[0.0003023366,0.001159927,0.001079137,0.003143794,0.000278648,0.0007816554,0.0006517438,0.0008142211,0.003810535],"category_scores_gemma":[0.0003413113,0.0003724475,0.0005098466,0.003308478,0.0002523666,0.001224083,0.0004625926,0.0009314353,0.001571354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003451365,"about_ca_system_score_gemma":0.0007955359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009230011,"about_ca_topic_score_gemma":0.001678369,"domain_scores_codex":[0.9998741,0.00001414403,0.00002104245,0.00002697466,0.00005043597,0.00001324934],"domain_scores_gemma":[0.9998155,0.00007605265,0.0000398407,0.000005154017,0.00004513523,0.00001835108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006852428,0.0001737656,0.0001899441,0.05850774,0.0001304947,0.0002911508,0.00009486493,0.0006223337,0.00877818,0.003492468,0.02409537,0.9035552],"study_design_scores_gemma":[0.00001186083,0.0001923065,0.0009802503,0.005088778,0.0001888251,0.00120919,0.00006601333,0.0001603325,0.002099591,0.000934838,0.9890403,0.00002774364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002620307,0.9983407,0.0001501594,0.0000850115,0.0001319268,0.000005867114,0.00001966719,0.000009020299,0.0009955695],"genre_scores_gemma":[0.0008342477,0.9980927,0.0002665672,0.00006501249,0.00007828142,0.000007669404,0.00002716303,0.000001568336,0.0006267638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003810535,"threshold_uncertainty_score":0.01274747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842718050014145,"score_gpt":0.2849124679360681,"score_spread":0.2564852874359266,"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."}}