{"id":"W4313415136","doi":"10.3390/ma16010279","title":"Active Food Packaging Made of Biopolymer-Based Composites","year":2022,"lang":"en","type":"review","venue":"Materials","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biopolymer; Food packaging; Materials science; Active packaging; Biodegradation; Antimicrobial; Food industry; Composite material; Food science; Chemistry; Organic chemistry; Polymer","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":[0.0001616568,0.0007859939,0.0005471793,0.00165346,0.0001901305,0.000487236,0.0003370176,0.0006172645,0.001804398],"category_scores_gemma":[0.0001543563,0.0002522764,0.0003738412,0.001245579,0.0001581977,0.0006006695,0.000294004,0.0007381932,0.0007776623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602353,"about_ca_system_score_gemma":0.0003195745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003408635,"about_ca_topic_score_gemma":0.0008374678,"domain_scores_codex":[0.9999077,0.000008173753,0.000008397006,0.00002001944,0.00004324868,0.00001241462],"domain_scores_gemma":[0.9999505,0.00001670444,0.00001287127,0.000001999444,0.00001351593,0.000004377841],"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":[0.00006148169,0.0001470766,0.0002274637,0.04673548,0.0001400719,0.0004788331,0.0001013102,0.0006536901,0.1370456,0.007006025,0.01072508,0.7966778],"study_design_scores_gemma":[0.000009164511,0.0002306214,0.001448959,0.003739809,0.0001612785,0.001878315,0.00006119981,0.0002648456,0.04550585,0.001202388,0.9454691,0.00002841803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00262453,0.9901154,0.000957712,0.0001024354,0.0002515692,0.00001914629,0.00004482112,0.00002491217,0.005859488],"genre_scores_gemma":[0.01162203,0.9825199,0.00154184,0.0001381524,0.0001005996,0.00002753211,0.00007593583,0.000005968619,0.003968219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001804398,"threshold_uncertainty_score":0.006036341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05423149638856108,"score_gpt":0.3060501270502878,"score_spread":0.2518186306617268,"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."}}