{"id":"W4281798514","doi":"10.3390/antibiotics11060729","title":"Antimicrobial Nanomaterials for Food Packaging","year":2022,"lang":"en","type":"review","venue":"Antibiotics","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Food packaging; Active packaging; Shelf life; Food spoilage; Nanomaterials; Food quality; Food Preservatives; Nanotechnology; Food science; Antimicrobial; Food preservation; Preservative; Materials 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003780184,0.001174448,0.0007161354,0.001827545,0.0003423073,0.001119364,0.0007252701,0.001570802,0.005210112],"category_scores_gemma":[0.0004080729,0.0003030716,0.0005175016,0.001555189,0.0004250754,0.001557711,0.0008136817,0.001797409,0.003388373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005724047,"about_ca_system_score_gemma":0.0007687646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004886176,"about_ca_topic_score_gemma":0.0008100901,"domain_scores_codex":[0.9996941,0.00004321706,0.00002705507,0.00006201785,0.0001447515,0.00002888772],"domain_scores_gemma":[0.9998457,0.00005344331,0.00003218868,0.000008586091,0.00004680813,0.00001312906],"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":[0.00004317919,0.0001296932,0.0001711223,0.0246446,0.00006789892,0.0004013553,0.00013328,0.000544353,0.03642319,0.01449616,0.03966025,0.883285],"study_design_scores_gemma":[0.000004634937,0.00006190682,0.0001928637,0.001083268,0.00002778007,0.0008440797,0.00002884458,0.00009390799,0.004532523,0.00173533,0.9913821,0.00001279574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005515267,0.9907596,0.0009554013,0.0003303584,0.000738547,0.00001949121,0.00003760419,0.00003911311,0.006568372],"genre_scores_gemma":[0.005182588,0.9850624,0.001842826,0.0005347211,0.0004024958,0.00004696079,0.00008897615,0.00001147791,0.006827584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005210112,"threshold_uncertainty_score":0.01742953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07921580372250116,"score_gpt":0.3289200340637302,"score_spread":0.249704230341229,"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."}}