{"id":"W2914046164","doi":"10.1016/j.ijfoodmicro.2019.02.009","title":"Antifungal activities of combined treatments of irradiation and essential oils (EOs) encapsulated chitosan nanocomposite films in in vitro and in situ conditions","year":2019,"lang":"en","type":"article","venue":"International Journal of Food Microbiology","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"FPInnovations; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Agricultural Research Service; International Atomic Energy Agency","keywords":"Chitosan; Cellulose; Essential oil; Nanocomposite; Aspergillus flavus; Food science; Chitin; Chemistry; Materials science; Aspergillus niger; Antifungal; Nuclear chemistry; Organic chemistry; Microbiology; Nanotechnology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.000179866,0.0001116425,0.0003751114,0.000659128,0.00001062355,0.00001635516,0.0001688933,0.00008229598,0.00003047084],"category_scores_gemma":[0.00001722485,0.000107609,0.0000442032,0.0001130288,0.000110096,0.0002676059,0.00006332465,0.0001195446,8.207175e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004736998,"about_ca_system_score_gemma":0.00005750484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008230408,"about_ca_topic_score_gemma":0.00007467442,"domain_scores_codex":[0.9988671,0.0001317841,0.0006258173,0.0001475745,0.00008776628,0.0001399364],"domain_scores_gemma":[0.9992135,0.0001310352,0.0005050674,0.00006344562,0.00006113297,0.000025773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008904024,0.0002377053,0.02849705,0.00001889119,0.00006626811,0.00001622233,0.0006963355,0.0001096219,0.9693413,0.00005747503,0.000002265344,0.00006640294],"study_design_scores_gemma":[0.003538657,0.0003998273,0.08882094,0.0001589656,0.00001198208,0.0001958784,0.00009146446,0.00003637626,0.9065789,0.00009311255,0.000001228079,0.00007266203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989395,0.0001622799,0.000004599077,0.00006330368,0.0004303695,0.000162618,0.0001827749,0.000002526485,0.00005201807],"genre_scores_gemma":[0.9994471,0.00003123963,0.0004257166,0.00001426165,0.00001316958,0.000001980014,0.0000560466,0.000006588118,0.000003910189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06276245,"threshold_uncertainty_score":0.4388169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004354690479530939,"score_gpt":0.2361782868906554,"score_spread":0.2318235964111245,"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."}}