{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008014092,0.0007029927,0.002212049,0.0003139107,0.0005450125,0.0003916532,0.001091952,0.0002969075,0.0006906403],"category_scores_gemma":[0.00009844524,0.0006637762,0.0007963665,0.0003763647,0.0001011748,0.000172106,0.0006029101,0.0002469581,0.0003152046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845894,"about_ca_system_score_gemma":0.0003418507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004024489,"about_ca_topic_score_gemma":0.000002673077,"domain_scores_codex":[0.9965556,0.0002492865,0.001084006,0.0009107815,0.0003198248,0.000880481],"domain_scores_gemma":[0.9977134,0.000444884,0.0008251382,0.0008496859,0.00004854975,0.0001183605],"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":[0.00006876637,0.0006841854,0.00001165004,0.1530761,0.0008394333,0.0001703032,0.0005063055,0.00001087821,0.141656,0.005019191,0.02788049,0.6700767],"study_design_scores_gemma":[0.0002276052,0.0001815761,7.718478e-8,0.002700219,0.0007534855,0.0001840582,0.000009188018,0.000001609168,0.03352058,0.00003440752,0.9616387,0.0007484871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000514394,0.9865782,0.0002323657,0.00001514413,0.00618143,0.002175537,0.003548634,0.000339141,0.0004151715],"genre_scores_gemma":[0.000148183,0.9910777,0.006491139,0.00008823114,0.0007143531,0.00001339566,0.0009364128,0.0002672795,0.0002632616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9337582,"threshold_uncertainty_score":0.9995813,"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."}}