{"id":"W2022896216","doi":"10.1016/j.fm.2014.08.015","title":"Inactivation and potential reactivation of pathogenic Escherichia coli O157:H7 in apple juice following ultraviolet light exposure at three monochromatic wavelengths","year":2014,"lang":"en","type":"article","venue":"Food Microbiology","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; China Scholarship Council; Agriculture and Agri-Food Canada; Ministry of Earth Sciences; U.S. Food and Drug Administration; Australian Government","keywords":"Escherichia coli; Ultraviolet; Ultraviolet light; Chemistry; Food science; Monochromatic color; Irradiation; Bacteria; Microbiology; Biology; Photochemistry; Materials science; Biochemistry; Optoelectronics; Botany","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":[0.0003060327,0.0002273806,0.0003329194,0.00007720627,0.00007132118,0.000008922676,0.000182441,0.0003973713,0.000005685831],"category_scores_gemma":[0.0001141331,0.000229964,0.00009745837,0.0001174176,0.00007341833,0.00001176436,0.0002332433,0.0001086245,0.000003123434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005622261,"about_ca_system_score_gemma":0.0000426868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002210293,"about_ca_topic_score_gemma":0.0001569212,"domain_scores_codex":[0.9985483,0.0001975691,0.0004444241,0.0004776908,0.00005026314,0.0002817187],"domain_scores_gemma":[0.9992203,0.00003636584,0.000256282,0.0003897623,0.00005295478,0.00004434736],"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":[0.0002484504,0.00006640433,0.003240925,0.00004717944,0.00007586047,9.848844e-7,0.0001140064,0.00002233772,0.9949527,0.00004841692,0.00005117106,0.00113157],"study_design_scores_gemma":[0.001449111,0.001055028,0.01852427,0.00003136617,0.00004029701,0.00003895706,0.00005937992,0.00004209938,0.9758505,0.0001014075,0.002551164,0.0002564056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967573,0.0003191925,0.002004292,0.00007249057,0.0002731953,0.0003835945,0.00005710277,0.00001329916,0.0001195875],"genre_scores_gemma":[0.9976641,0.00003866671,0.001354792,0.000106446,0.0001076386,0.00004273364,0.0006288975,0.00003223919,0.00002450303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01910217,"threshold_uncertainty_score":0.9377661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353755639213708,"score_gpt":0.2334612383426094,"score_spread":0.2199236819504723,"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."}}