{"id":"W4404691425","doi":"10.3390/foods13233787","title":"Evolution of Bionanocomposites: Innovations and Applications in Food Packaging","year":2024,"lang":"en","type":"review","venue":"Foods","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; University of Lethbridge","keywords":"Food packaging; Active packaging; Food products; Nanotechnology; Sustainability; Business; Materials science; Engineering; Food science; Mechanical engineering; Chemistry","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"],"consensus_categories":[],"category_scores_codex":[0.000343604,0.0003519501,0.0009655128,0.001029759,0.00008407114,0.00008349832,0.000337038,0.0002076246,0.00001878346],"category_scores_gemma":[0.00001761381,0.0003032936,0.0001640388,0.00205787,0.0001216024,0.0001563573,0.0002625671,0.0002882676,0.00008283357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191009,"about_ca_system_score_gemma":0.0002266166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002947145,"about_ca_topic_score_gemma":0.00002350483,"domain_scores_codex":[0.9979836,0.00009234485,0.0008787165,0.0005489018,0.000208687,0.0002878008],"domain_scores_gemma":[0.9989658,0.0001378774,0.0003309034,0.0004440614,0.00006606757,0.00005531487],"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":[0.00001276356,0.0006715457,0.0005842777,0.1597037,0.0004429742,0.00001329215,0.001348441,0.0000255675,0.0378005,0.3005775,0.0009504121,0.497869],"study_design_scores_gemma":[0.0001777709,0.0001704036,0.00003667018,0.01747225,0.0006117706,0.0000538879,0.00006936398,0.00002401838,0.001272482,0.003263532,0.9762253,0.0006225781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005546734,0.9961605,0.0008595901,0.00001459075,0.0002287081,0.001178273,0.000358737,0.0001139975,0.0005309409],"genre_scores_gemma":[0.00628287,0.9886997,0.003563398,0.000007177564,0.0001988198,0.0007487866,0.0002956707,0.0001126051,0.00009096242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9752749,"threshold_uncertainty_score":0.9999419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040515620357479,"score_gpt":0.3187167034670459,"score_spread":0.2883115472634711,"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."}}