{"id":"W2945093319","doi":"10.1007/s10570-019-02481-2","title":"Effect of cellulose nanocrystals on thyme essential oil release from alginate beads: study of antimicrobial activity against Listeria innocua and ground meat shelf life in combination with gamma irradiation","year":2019,"lang":"en","type":"article","venue":"Cellulose","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"FPInnovations; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada; International Atomic Energy Agency; FPInnovations","keywords":"Listeria; Antimicrobial; Shelf life; Food science; Cellulose; Mesophile; Chemistry; Listeria monocytogenes; Materials science; Bacteria; Organic chemistry; 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":[0.0003245636,0.0002747315,0.0005825662,0.00005573004,0.0000722878,0.00006761665,0.0001723427,0.0001428709,0.00006604617],"category_scores_gemma":[0.00003429402,0.0001328821,0.00007549451,0.0003575657,0.00009934596,0.0003359205,0.00009839686,0.0001816305,0.000006052574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004893451,"about_ca_system_score_gemma":0.00001626012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00704078,"about_ca_topic_score_gemma":0.001146299,"domain_scores_codex":[0.998148,0.000495506,0.0003535178,0.0004988792,0.000262745,0.0002413193],"domain_scores_gemma":[0.9989346,0.0003679382,0.0004107926,0.0001250708,0.00007477871,0.00008685006],"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":[0.001692686,0.00179818,0.01580082,0.0001448218,0.00003485718,0.0000111093,0.0004371848,0.00002033801,0.9641026,0.0000157888,0.00001308874,0.01592848],"study_design_scores_gemma":[0.002902626,0.003162967,0.1495401,0.0002197915,0.00005364208,7.89013e-7,0.0001534276,0.0002145678,0.8434588,0.00000576553,0.00001328419,0.0002742319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989079,0.00002883482,0.000001276072,0.0001064351,0.0001758878,0.0005300518,0.00006375937,0.00002304558,0.0001628443],"genre_scores_gemma":[0.9996268,0.00003363453,0.000006643356,0.00002682801,0.00006395333,0.000007140348,0.0001171719,0.000004846147,0.0001129456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1337393,"threshold_uncertainty_score":0.9995714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00656672406798674,"score_gpt":0.2030611560279996,"score_spread":0.1964944319600128,"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."}}