{"id":"W4414695265","doi":"10.1016/j.crfs.2025.101213","title":"Schiff base crosslinking in biopolymeric food packaging films: Dynamic covalent chemistry for advanced food preservation systems","year":2025,"lang":"en","type":"review","venue":"Current Research in Food Science","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Key Research and Development Program of China; Natural Science Foundation of Hainan Province","keywords":"Food packaging; Schiff base; Covalent bond; Dynamic covalent chemistry; Aldehyde; Active packaging; Green chemistry; Chemical modification","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01001171,0.0008734053,0.001928331,0.002957585,0.000985942,0.001456413,0.004493086,0.0003325737,0.00002181973],"category_scores_gemma":[0.002048533,0.0008353717,0.0003786695,0.009892893,0.001282009,0.001583043,0.001972989,0.001816479,0.00002630381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209614,"about_ca_system_score_gemma":0.004847727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003089706,"about_ca_topic_score_gemma":0.00004964618,"domain_scores_codex":[0.9887238,0.0007239013,0.002021389,0.002817966,0.002747336,0.002965567],"domain_scores_gemma":[0.9946786,0.001645296,0.0007636559,0.001797556,0.0006974924,0.0004174119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001472027,0.001158958,0.000171868,0.3339094,0.00006881688,0.00002427187,0.0007454556,0.001032351,0.07948342,0.001493913,0.000134459,0.5816299],"study_design_scores_gemma":[0.007213288,0.004083182,0.00005545713,0.6169245,0.0002720812,0.0001196342,0.001629979,0.01927431,0.1013785,0.002519286,0.2401928,0.006337014],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01957751,0.9697074,0.0006874821,0.00004888273,0.002465189,0.006392601,0.0007920472,0.0001465332,0.0001823724],"genre_scores_gemma":[0.129527,0.8613245,0.001424817,0.000007600072,0.0002114739,0.006804007,0.0004074958,0.0001605546,0.0001324295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5752928,"threshold_uncertainty_score":0.9995801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155569790401845,"score_gpt":0.4570872341771905,"score_spread":0.3015174437753455,"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."}}