{"id":"W4412629898","doi":"10.1016/j.jfp.2025.100585","title":"Reduction of Enteric Pathogens in Bottled Water Using Residual Ozone","year":2025,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Hydrogen's biological and therapeutic effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Bottled water; Ozone; Enteric bacteria; Residual; Food microbiology; Microbiology; Food science; Reduction (mathematics); Biology; Chemistry; Environmental science; Bacteria; Escherichia coli; Environmental 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":[],"consensus_categories":[],"category_scores_codex":[0.0004705374,0.00006552598,0.0002346425,0.0002374657,0.00002510627,0.000003801475,0.00002806789,0.00009426138,0.00001975505],"category_scores_gemma":[0.00004921683,0.0000353231,0.00008445179,0.0002047129,0.00002604522,0.00004743884,0.00001151755,0.0002207664,9.208966e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008006246,"about_ca_system_score_gemma":0.00003878348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001148981,"about_ca_topic_score_gemma":0.000001389618,"domain_scores_codex":[0.999208,0.0001271148,0.0003682693,0.00007528646,0.000118106,0.0001032112],"domain_scores_gemma":[0.9996504,0.000009388524,0.0001470371,0.00006252171,0.0001032996,0.00002731034],"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":[0.001091436,0.0001586901,0.0004260625,0.000086808,0.00008595473,0.0000105691,0.0001144024,0.0001084391,0.9859221,0.00001050135,0.0000023711,0.01198267],"study_design_scores_gemma":[0.001684398,0.00344127,0.004345584,0.0004368197,0.0001024133,0.0004733213,0.00007702388,0.0002676451,0.9874436,0.001440584,0.0002392739,0.00004810061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959753,0.0002581218,0.002530557,0.0006173454,0.0002812615,0.0002808284,5.781433e-7,0.000005809938,0.00005025314],"genre_scores_gemma":[0.9993952,0.0000290071,0.0003530699,0.00003110837,0.0001437315,0.000003864892,6.297901e-7,0.000003876372,0.00003954889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193457,"threshold_uncertainty_score":0.1440434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03590147035676156,"score_gpt":0.2925448851980227,"score_spread":0.2566434148412612,"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."}}