{"id":"W4403320916","doi":"10.1002/9781394263172.ch21","title":"Antimicrobial Coatings in the Food Industry","year":2024,"lang":"en","type":"other","venue":"","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Antimicrobial; Food industry; Business; Food science; Chemistry; Biology; Microbiology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003043084,0.0002233578,0.0002224514,0.0002180257,0.00002178357,0.0002146573,0.0005800358,0.0004631873,0.004932588],"category_scores_gemma":[0.00001072298,0.000145612,0.00005133272,0.0003089232,0.00006722859,0.00003673547,0.0001431954,0.0006387585,0.003876282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002381739,"about_ca_system_score_gemma":0.00004636225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004477083,"about_ca_topic_score_gemma":0.0004384775,"domain_scores_codex":[0.9988564,0.00006494763,0.0002025038,0.0003672892,0.0002149976,0.0002938803],"domain_scores_gemma":[0.9994816,0.00002591358,0.00008759541,0.0003714512,0.000006731752,0.00002668884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001382858,0.00001929304,0.00003147821,0.00009260652,0.000004894287,0.00002523946,0.0002550184,3.223013e-7,0.08183111,0.001015874,0.9166941,0.00002866874],"study_design_scores_gemma":[0.0002467186,0.00006480401,0.000009670999,0.0009336607,0.00003887873,0.00008178994,0.0001974593,0.000001948214,0.06545414,0.0003528565,0.932169,0.0004490979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006886072,0.0002983423,0.00001789287,0.0005307792,0.001129384,0.0003942285,0.00011858,0.0003547946,0.9902699],"genre_scores_gemma":[0.07184521,0.000004705042,0.001362533,0.001470812,0.0007327691,0.00003259163,0.0000251732,0.0005959951,0.9239302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06633972,"threshold_uncertainty_score":0.9968993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535530616863361,"score_gpt":0.2552133346840628,"score_spread":0.2398580285154291,"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."}}