{"id":"W2060615529","doi":"10.1016/j.fm.2010.11.012","title":"Inactivation of hepatitis A virus and norovirus surrogate in suspension and on food-contact surfaces using pulsed UV light (pulsed light inactivation of food-borne viruses)","year":2010,"lang":"en","type":"article","venue":"Food Microbiology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Medical School, University of Michigan; University of Michigan","keywords":"Murine norovirus; Norovirus; Virology; Hepatitis a virus; Virus; Microbiology; Virus quantification; Suspension (topology); Ultraviolet; Virus inactivation; Ultraviolet light; Bacteriophage MS2; Fetal bovine serum; Chemistry; Feline calicivirus; Biology; Food science; Materials science; Escherichia coli; Biochemistry; In vitro; Bacteriophage","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":[0.0004950943,0.0002600861,0.00086344,0.000474352,0.00006254905,0.000008935728,0.00009333262,0.0003644174,0.00004173878],"category_scores_gemma":[0.000642115,0.0002293984,0.00007105436,0.0002277627,0.0002008988,0.0001672484,0.0001103193,0.0004992086,0.000002309303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009053048,"about_ca_system_score_gemma":0.00008164012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002184568,"about_ca_topic_score_gemma":0.01252457,"domain_scores_codex":[0.9979422,0.0003513399,0.0006835802,0.0004727481,0.00008876406,0.0004613679],"domain_scores_gemma":[0.9988938,0.0001772683,0.0003647789,0.000271329,0.0001681768,0.0001246499],"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":[0.001993528,0.0002126927,0.108795,0.0001174082,0.00009341586,0.00000732241,0.000150743,0.000004872493,0.8877057,0.000145303,0.00004168677,0.0007323007],"study_design_scores_gemma":[0.003136507,0.01049063,0.1821782,0.0002030884,0.00002602059,0.0001098647,0.00004426983,0.0001082683,0.8030943,0.0001164305,0.000357177,0.0001352463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980826,0.0002395831,0.00002885162,0.0006059649,0.0001750679,0.000636236,0.0001540495,0.00001815749,0.00005944275],"genre_scores_gemma":[0.9989537,0.0002870771,0.0003217413,0.0002407835,0.00004617744,0.00001288981,0.0001045248,0.00002743383,0.000005663895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08461144,"threshold_uncertainty_score":0.9354594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595098963433979,"score_gpt":0.2855043830373509,"score_spread":0.2595533934030111,"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."}}