{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007629713,0.0008104158,0.003276895,0.0005777488,0.0002719501,0.0002150426,0.001270631,0.0002591015,0.01080317],"category_scores_gemma":[0.00005421554,0.0007297074,0.0005487958,0.0005483998,0.0002016831,0.0001864103,0.0006239775,0.0002460273,0.0003030869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842454,"about_ca_system_score_gemma":0.0003428066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008700406,"about_ca_topic_score_gemma":0.000001872191,"domain_scores_codex":[0.9952847,0.0009521536,0.001517404,0.0008754006,0.0006554284,0.0007148514],"domain_scores_gemma":[0.996522,0.0005312671,0.001728265,0.001035469,0.00004819247,0.0001347764],"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":[0.00006410351,0.0001776972,0.000001484893,0.02078966,0.0001846995,0.00002467617,0.0001367697,0.000003510784,0.9225481,0.0002658061,0.0001581166,0.05564544],"study_design_scores_gemma":[0.0002057293,0.0001991606,7.021528e-7,0.003101122,0.0004640133,0.00002772135,0.00001996336,3.048525e-7,0.5982679,0.00002547992,0.3972023,0.0004856364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008354945,0.9805852,0.00003146525,0.00001812487,0.002664913,0.001587448,0.005786183,0.0002802878,0.0006914209],"genre_scores_gemma":[0.004180962,0.9885252,0.002891655,0.00009770921,0.0005012219,0.0008782536,0.002281906,0.0004659397,0.0001771318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3970442,"threshold_uncertainty_score":0.9995154,"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."}}