{"id":"W2607565278","doi":"","title":"Forced Air-Ozone Reactor Combined with Sequential Advanced Oxidative Process to Inactivate Listeria monocytogenes on Apples Destined for Candy Apple Production","year":2017,"lang":"en","type":"article","venue":"IAFP 2017","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Listeria monocytogenes; Production (economics); Food science; Process (computing); Ozone; Chemistry; Environmental science; Pulp and paper industry; Biology; Bacteria; Computer science; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000176442,0.0003600733,0.0003374209,0.00005283668,0.0005245639,0.00009571439,0.000583956,0.000161959,0.000004516502],"category_scores_gemma":[0.0003462487,0.0003100517,0.00007669169,0.00004657845,0.0001559565,0.00003836052,0.000225803,0.00007509324,0.00000715243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006205681,"about_ca_system_score_gemma":0.0001602219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006118074,"about_ca_topic_score_gemma":0.0003349623,"domain_scores_codex":[0.9982716,0.00004075792,0.000262163,0.000839946,0.0001784155,0.0004070791],"domain_scores_gemma":[0.997813,0.00001473122,0.0004257179,0.001284454,0.000309516,0.0001525741],"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":[0.01236597,0.0001047034,0.0006998783,0.00009142072,0.0001308311,0.000003571173,0.0001711079,0.0003935285,0.9834088,0.00005237828,0.0009074332,0.001670397],"study_design_scores_gemma":[0.002343747,0.002591449,0.001869225,0.0000756529,0.00005051807,0.00001710638,0.000138513,0.00002150248,0.9811011,0.00006503068,0.01126853,0.0004576238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923581,0.00002488438,0.003536575,0.0005458437,0.0006217118,0.002141264,0.0002573919,0.00004407036,0.0004701736],"genre_scores_gemma":[0.9923537,0.00001471387,0.004210051,0.0001336981,0.0005587079,0.001014262,0.0005626224,0.00007628651,0.001076002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103611,"threshold_uncertainty_score":0.9999352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08303543470415417,"score_gpt":0.363599870947063,"score_spread":0.2805644362429088,"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."}}