{"id":"W4309651014","doi":"10.1007/978-3-031-07179-9_3","title":"Foodborne Viral Pathogen Big Data: Genomic Analysis","year":2022,"lang":"en","type":"book-chapter","venue":"Food microbiology and food safety","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Health Canada","funders":"","keywords":"Norovirus; Food safety; Hepatitis a virus; Biotechnology; Biology; Outbreak; Risk analysis (engineering); Virology; Business; Virus; Food science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318727,0.0008119491,0.0005592955,0.001708826,0.0003473562,0.003052951,0.0008483552,0.000891559,0.01354523],"category_scores_gemma":[0.003995209,0.000532497,0.0005627182,0.003444995,0.000774648,0.004776659,0.001982172,0.002029379,0.01240477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007677997,"about_ca_system_score_gemma":0.0008345442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534002,"about_ca_topic_score_gemma":0.002284271,"domain_scores_codex":[0.9993342,0.0001339273,0.00002963393,0.00009605378,0.0003729994,0.00003318824],"domain_scores_gemma":[0.9979824,0.001286778,0.00005936364,0.0002678179,0.0002882144,0.0001153472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002004767,0.00001705394,0.0005650512,0.0003427068,0.00002299977,0.00006004361,0.000097051,0.00135292,0.001119804,0.05446283,0.4964034,0.445536],"study_design_scores_gemma":[0.000004214271,0.00001267286,0.001134073,0.0002845935,0.00001162681,0.0003077357,0.0001176099,0.006394314,0.001220355,0.194291,0.796193,0.00002888827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.003555382,0.1139086,0.5749896,0.04969744,0.01294534,0.0002951272,0.01930925,0.01500993,0.2102894],"genre_scores_gemma":[0.04543033,0.1227492,0.5424126,0.0247295,0.01498321,0.0004653851,0.02647253,0.006350462,0.2164068],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01354523,"threshold_uncertainty_score":0.04531336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06078130237812224,"score_gpt":0.275455829730156,"score_spread":0.2146745273520338,"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."}}