{"id":"W2083993451","doi":"10.1016/j.fm.2015.01.014","title":"Inactivation and potential reactivation of pathogenic Escherichia coli O157:H7 in bovine milk exposed to three monochromatic ultraviolet UVC lights","year":2015,"lang":"en","type":"article","venue":"Food Microbiology","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"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; Bovine milk; Microbiology; Ultraviolet; Monochromatic color; Biology; Food science; Chemistry; Optoelectronics; Genetics; Physics; Gene; 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":[0.0002534908,0.000209573,0.0003016384,0.0001110516,0.00003063547,0.000009452567,0.0001899831,0.0003118905,0.000004045835],"category_scores_gemma":[0.0001511193,0.0002071033,0.00005035412,0.0001633073,0.00008611551,0.00001085983,0.0002025528,0.00008854498,0.000004484493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006013929,"about_ca_system_score_gemma":0.0001170497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004078757,"about_ca_topic_score_gemma":0.0001829802,"domain_scores_codex":[0.9986588,0.000141964,0.0004418928,0.0004469379,0.00005163915,0.0002587533],"domain_scores_gemma":[0.9991867,0.00001802134,0.0002011736,0.0003773925,0.0001256896,0.00009100906],"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":[0.0008198828,0.00009883697,0.0009564758,0.0000228044,0.00005456632,0.000001960756,0.0001979882,0.00004457081,0.9969686,0.00003712572,0.0001443203,0.000652868],"study_design_scores_gemma":[0.00168252,0.002433868,0.009549561,0.0000269413,0.00002175805,0.00004351007,0.0001033671,0.00001898173,0.9843001,0.0002054998,0.001375274,0.0002385557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967598,0.0003135615,0.001842012,0.0001311583,0.000255017,0.0005065677,0.00009474267,0.00001233828,0.00008475887],"genre_scores_gemma":[0.9963749,0.00002298569,0.002726743,0.0001801092,0.0001094517,0.00003851728,0.0004992352,0.0000267259,0.00002131521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266844,"threshold_uncertainty_score":0.8445427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03978316165703597,"score_gpt":0.2640639806519965,"score_spread":0.2242808189949606,"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."}}