{"id":"W4206609416","doi":"10.1111/1750-3841.16036","title":"Inactivation of stressed <i>Salmonella enterica</i> , <i>Escherichia coli</i> O157:H7, and <i>Listeria monocytogenes</i> in hummus using low dose gamma irradiation","year":2022,"lang":"en","type":"article","venue":"Journal of Food Science","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Jordan University of Science and Technology","keywords":"Listeria monocytogenes; Salmonella enterica; Food science; Desiccation; Food irradiation; Escherichia coli; Salmonella; Inoculation; Microbiology; Irradiation; Biology; Food preservation; Food microbiology; Gamma irradiation; Chemistry; Bacteria; Horticulture; Botany; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0009429001,0.0001581392,0.0002683896,0.0002049204,0.0001822834,0.00004860557,0.0005032716,0.00006127562,0.000004781946],"category_scores_gemma":[0.00009564109,0.0001632313,0.00007399859,0.0006400284,0.0002393383,0.00005921096,0.0004493854,0.0001678743,1.008104e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170209,"about_ca_system_score_gemma":0.0004537669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002498746,"about_ca_topic_score_gemma":0.000008944201,"domain_scores_codex":[0.9981598,0.0001594595,0.0006422229,0.0003062218,0.0004764819,0.0002558551],"domain_scores_gemma":[0.9985833,0.00001742943,0.0008132662,0.0002852911,0.0001967419,0.0001039842],"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":[0.0005444453,0.0001290044,0.003610872,0.00002802242,0.00001593291,0.000006242491,0.0002178512,0.003771618,0.9910393,0.00001493768,0.0000192144,0.0006025643],"study_design_scores_gemma":[0.001405171,0.001460355,0.01588214,0.00003964773,0.0000216722,0.000137005,0.0003804171,0.0008317467,0.9785516,0.00006273945,0.001024981,0.0002025098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981183,0.0006776715,0.000370993,0.00007172643,0.0004592644,0.0001726402,0.00002713819,0.000002716643,0.00009956797],"genre_scores_gemma":[0.9981433,0.0001193766,0.001347956,0.0002589599,0.00009660458,0.000006362017,0.000005087021,0.00001618041,0.000006204595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01248768,"threshold_uncertainty_score":0.6656379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05073731340275597,"score_gpt":0.3044775102196918,"score_spread":0.2537401968169358,"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."}}