{"id":"W3207721608","doi":"10.1016/j.cofs.2021.09.003","title":"Recent applications of regenerated cellulose films and hydrogels in food packaging","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Food Science","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":138,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Cellulose; Self-healing hydrogels; Biodegradation; Food packaging; Regenerated cellulose; Materials science; Active packaging; Plastic packaging; Polymer science; Waste management; Chemical engineering; Composite material; Chemistry; Polymer chemistry; Engineering; Organic chemistry; Food science","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":[0.001937374,0.0007641715,0.0006530919,0.0006818037,0.0002281618,0.00142769,0.0009988262,0.001814503,0.003332573],"category_scores_gemma":[0.0009673425,0.0004316029,0.0004968103,0.001217711,0.001072787,0.002598707,0.0005184435,0.00136074,0.001335463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005848377,"about_ca_system_score_gemma":0.0003559934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003798147,"about_ca_topic_score_gemma":0.0006244039,"domain_scores_codex":[0.9997023,0.00004752754,0.00003217273,0.00009377236,0.00008309768,0.00004109763],"domain_scores_gemma":[0.9993362,0.0003298761,0.00007881325,0.00002948133,0.0001618476,0.00006370755],"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":[0.0007577817,0.000298726,0.0003909968,0.01356542,0.0001109183,0.000725187,0.0003620466,0.001282358,0.2624099,0.01502845,0.01101286,0.6940553],"study_design_scores_gemma":[0.0001172317,0.001330945,0.001998065,0.001123754,0.0002257766,0.002053545,0.0005094623,0.002503285,0.1246842,0.008832617,0.8565151,0.0001058715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009241746,0.9747151,0.006070146,0.002125247,0.0009952897,0.00002753104,0.0000426953,0.00003172277,0.006750549],"genre_scores_gemma":[0.05049364,0.9337327,0.00549886,0.001639091,0.002202904,0.00004019282,0.0001239159,0.00001880206,0.006249935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003332573,"threshold_uncertainty_score":0.01114863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07824803110326578,"score_gpt":0.3611073635414691,"score_spread":0.2828593324382033,"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."}}