{"id":"W4393256319","doi":"10.1016/j.fbio.2024.103970","title":"Fiber and nanofiber based edible packaging for enhancing the shelf life of food: A review","year":2024,"lang":"en","type":"review","venue":"Food Bioscience","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Shelf life; Nanofiber; Fiber; Food packaging; Business; Food science; Materials science; Composite material; Chemistry","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":[0.0004036418,0.0009675836,0.0009000967,0.001881444,0.000201261,0.0007468268,0.0005477421,0.0009064391,0.002437019],"category_scores_gemma":[0.0003195224,0.0002897495,0.0003964197,0.001818014,0.0002574862,0.001106407,0.0004737515,0.0009984646,0.0008312237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003262699,"about_ca_system_score_gemma":0.0006890459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000807082,"about_ca_topic_score_gemma":0.002098134,"domain_scores_codex":[0.9998978,0.000009793134,0.000009964207,0.00002386112,0.00004479989,0.0000136192],"domain_scores_gemma":[0.999837,0.00007112158,0.0000347666,0.000003807813,0.00003886912,0.00001436245],"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":[0.00008071146,0.0001306049,0.0001369566,0.03441638,0.0001113405,0.0002713283,0.00006384509,0.0003911939,0.01713964,0.003402611,0.01725037,0.9266049],"study_design_scores_gemma":[0.0000179178,0.0002297023,0.0007866833,0.004835218,0.0002125073,0.0009701916,0.00007041149,0.0001795762,0.005781793,0.001139239,0.9857436,0.00003314257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002913762,0.998492,0.0001725106,0.0001149777,0.0001478289,0.00000522389,0.00001652009,0.000005228475,0.0007542847],"genre_scores_gemma":[0.001031747,0.9977475,0.0002803621,0.0001046481,0.00007997225,0.000005833336,0.00001751604,0.000001110457,0.0007313475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002437019,"threshold_uncertainty_score":0.008152664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437024194661049,"score_gpt":0.3173465120294606,"score_spread":0.2736440925633557,"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."}}