{"id":"W4296588580","doi":"10.3390/polym14183793","title":"Functional Polymer and Packaging Technology for Bakery Products","year":2022,"lang":"en","type":"review","venue":"Polymers","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Kasetsart University Research and Development Institute","keywords":"Active packaging; Food packaging; Food spoilage; Materials science; Shelf life; Food science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003726718,0.0004809684,0.001108498,0.0006888534,0.0004408652,0.0001280338,0.0004061744,0.0002090491,0.0009055579],"category_scores_gemma":[0.00008160546,0.0004493697,0.0002258785,0.0007196585,0.0002122649,0.0002185946,0.0004024399,0.0003259768,0.00007140548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318079,"about_ca_system_score_gemma":0.0003322548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001636498,"about_ca_topic_score_gemma":0.000001047019,"domain_scores_codex":[0.9974915,0.00009370488,0.0005149841,0.0009718433,0.0002900856,0.0006378163],"domain_scores_gemma":[0.9987081,0.0002487804,0.0003827946,0.0005407621,0.00002834549,0.00009121284],"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":[0.00001615725,0.00003704972,0.000005459996,0.006311771,0.0001040354,0.00001020605,0.00004781114,1.08639e-7,0.008282677,0.001625354,0.001711009,0.9818484],"study_design_scores_gemma":[0.0001894902,0.00006625641,5.431448e-7,0.0007201997,0.0004370068,0.0002670211,0.00005170998,4.797606e-7,0.009060387,0.00005024009,0.9886684,0.0004882213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007297961,0.9956787,0.00006917094,0.0003277115,0.001963159,0.001012008,0.0002436956,0.0002574895,0.0003751093],"genre_scores_gemma":[0.00003658567,0.993279,0.0007067774,0.0001021102,0.0004119047,0.001020047,0.0002918395,0.0001585297,0.003993174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9869574,"threshold_uncertainty_score":0.9997958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05137288186194949,"score_gpt":0.2938358598403608,"score_spread":0.2424629779784113,"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."}}