{"id":"W4224325462","doi":"10.3390/v14040762","title":"Spatial and Temporal Pattern of Norovirus Dispersal in an Oyster Growing Region in the Northeast Pacific","year":2022,"lang":"en","type":"article","venue":"Viruses","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; Ministry of Agriculture; Vancouver Island University","funders":"Genome British Columbia","keywords":"Oyster; Norovirus; Biological dispersal; Shellfish; Crassostrea; Contamination; Biology; Ecology; Environmental science; Fishery; Outbreak; Aquatic animal; Environmental health","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":[0.0004064864,0.00007419118,0.0002142847,0.0001357132,0.00004343085,0.000007496131,0.00009611798,0.00002283978,0.00004050779],"category_scores_gemma":[0.00005261524,0.00005332056,0.00002990902,0.0001059287,0.00009308741,0.0001177841,0.00008009507,0.0002478045,0.000001418336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003041532,"about_ca_system_score_gemma":0.00002095555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103661,"about_ca_topic_score_gemma":0.005998636,"domain_scores_codex":[0.9987498,0.0004448545,0.0002368472,0.000170182,0.0001714374,0.0002268697],"domain_scores_gemma":[0.9996998,0.00003323762,0.0000424801,0.0001631049,0.00000964519,0.00005167456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004927322,0.0001315694,0.9871542,0.00002704113,0.000004468388,0.0002229822,0.0008669168,0.000002958799,0.001785818,0.000006972281,0.0001011955,0.009203072],"study_design_scores_gemma":[0.001348309,0.001529879,0.9906288,0.00004969122,0.000005473432,0.0001425012,0.00431493,0.0007938985,0.00003594291,0.00001716014,0.001074921,0.00005849257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998284,0.0001115622,0.0000595975,0.0012253,0.00004289438,0.0001977458,0.00002173663,0.000006139313,0.00005097497],"genre_scores_gemma":[0.9986081,0.00002898546,0.00001281604,0.001212375,0.00006215805,0.00003774531,0.00002221164,0.000008884439,0.000006762125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009144579,"threshold_uncertainty_score":0.996224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05341244177400368,"score_gpt":0.3182479716544045,"score_spread":0.2648355298804009,"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."}}