{"id":"W2901473581","doi":"10.1007/s10570-018-2135-2","title":"Antifungal activity of combined treatments of active methylcellulose-based films containing encapsulated nanoemulsion of essential oils and γ–irradiation: in vitro and in situ evaluations","year":2018,"lang":"en","type":"article","venue":"Cellulose","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":33,"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; Ministère de l'Enseignement Supérieur, de la Recherche, de la Science et de la Technologie; International Atomic Energy Agency; U.S. Department of Agriculture","keywords":"Materials science; Emulsion; Cellulose; Ultimate tensile strength; Essential oil; Nanocomposite; Antifungal; Nuclear chemistry; Chemical engineering; Composite material; Chromatography; Chemistry; Organic chemistry; Microbiology","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":[0.0002422582,0.0001247557,0.0003580535,0.00005383,0.00005022252,0.000009392226,0.00006712457,0.00010163,0.00005825021],"category_scores_gemma":[0.00006023372,0.00006734436,0.00005120767,0.0003585378,0.000227687,0.0001504607,0.00004554309,0.00007578196,4.025398e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000171911,"about_ca_system_score_gemma":0.00002408655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258968,"about_ca_topic_score_gemma":0.0005537977,"domain_scores_codex":[0.9989852,0.0001959318,0.0002911726,0.0002382338,0.0001410611,0.0001483701],"domain_scores_gemma":[0.9992484,0.0002731857,0.000279147,0.00004999625,0.0001050208,0.00004424888],"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":[0.0009587393,0.0005719497,0.004122125,0.00003160459,0.00001651076,0.000001837716,0.0002563724,0.000004340619,0.9790715,0.00001128431,0.000001258821,0.0149525],"study_design_scores_gemma":[0.001004999,0.0004032561,0.225285,0.00005715357,0.00002422114,3.214564e-7,0.00005315366,0.001133005,0.771911,0.00005097647,8.887056e-7,0.00007599009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993907,0.00004688198,0.000007857668,0.00007104972,0.00004953023,0.0002485398,0.00006866305,0.000005746814,0.0001110754],"genre_scores_gemma":[0.9997581,0.00002283816,0.0001317469,0.000006178338,0.00001644269,0.000003833482,0.00004652621,0.000001305386,0.00001305356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2211629,"threshold_uncertainty_score":0.2746224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560100438097555,"score_gpt":0.254806051414336,"score_spread":0.2392050470333605,"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."}}