{"id":"W2810476898","doi":"10.1016/j.jviromet.2018.06.014","title":"An efficient recovery method for enteric viral particles from agricultural soils","year":2018,"lang":"en","type":"article","venue":"Journal of Virological Methods","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Biology; Infectivity; Loam; Norovirus; Soil water; Murine norovirus; Virology; Virus quantification; Viral hepatitis; Virus; Veterinary medicine; Microbiology; Ecology","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":[0.003942456,0.0001724853,0.0007947975,0.0000968214,0.00009360664,0.00003165867,0.000237006,0.0001757398,0.0002374625],"category_scores_gemma":[0.003737867,0.00009542747,0.0004196069,0.0001108306,0.0002217128,0.0001142698,0.00006162921,0.0003935425,0.00001036202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007070434,"about_ca_system_score_gemma":0.00003792017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001398341,"about_ca_topic_score_gemma":0.000002322654,"domain_scores_codex":[0.996042,0.002142964,0.0007741168,0.0002718269,0.00023608,0.0005329869],"domain_scores_gemma":[0.9979752,0.0006487832,0.0003573105,0.0001930535,0.0003293768,0.0004962594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006671375,0.0006177292,0.002825299,0.00001140191,0.0001858867,0.00005732256,0.0000718811,0.0001174948,0.8047449,0.00007973718,0.001525623,0.1830914],"study_design_scores_gemma":[0.007255807,0.08515494,0.7613884,0.0001567806,0.0003563302,0.001587495,0.0004525269,0.03757579,0.08069757,0.01515807,0.009864994,0.0003512609],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5495194,0.0001755919,0.448388,0.001455423,0.0002699103,0.000128484,0.00001015415,0.00001192141,0.00004116243],"genre_scores_gemma":[0.3907571,0.00005286171,0.6067302,0.001281093,0.001142586,0.000008917687,0.000004925783,0.000007609046,0.00001474366],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7585632,"threshold_uncertainty_score":0.4474846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07341399200676046,"score_gpt":0.467612870749191,"score_spread":0.3941988787424305,"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."}}