{"id":"W1979124065","doi":"10.1021/es071110+","title":"Human Enteric Viruses in Groundwater from a Confined Bedrock Aquifer","year":2007,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"American Water Works Association Research Foundation; Water Research Foundation","keywords":"Aquifer; Groundwater; Hydrogeology; Geology; Oil shale; Contamination; Water well; Geotechnical engineering; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005495517,0.0001514934,0.0002985836,0.0007551267,0.0001382131,0.00001227409,0.0003694714,0.0001498299,0.0009228794],"category_scores_gemma":[0.00008126127,0.000130161,0.00004644873,0.0004927884,0.002398119,0.000145026,0.0003642815,0.0003633534,0.0002435066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004290639,"about_ca_system_score_gemma":0.00002011794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003323071,"about_ca_topic_score_gemma":0.0002448003,"domain_scores_codex":[0.9978588,0.00002549338,0.00035397,0.0005298369,0.0003001822,0.000931712],"domain_scores_gemma":[0.9993902,0.00001032085,0.00005505113,0.0003414642,0.000004686586,0.0001983217],"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":[0.00005067295,0.0001604863,0.4387439,0.000001195772,0.000004182037,0.0001565479,0.00003012289,6.438716e-7,0.5564599,0.00005343616,0.00004458689,0.004294322],"study_design_scores_gemma":[0.001409615,0.001108421,0.9340701,0.00002981126,0.000006390638,0.000157712,0.0004834052,0.00003240138,0.05389989,0.0006951551,0.007975229,0.0001319215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971609,0.00009953732,0.000505938,0.001069519,0.00007011381,0.0003239588,0.000006347583,0.00007205132,0.0006916318],"genre_scores_gemma":[0.9978011,0.00003007438,0.000787084,0.001042206,0.00004370195,0.00003194223,0.00001324269,0.00001165425,0.0002389604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.50256,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971288751233893,"score_gpt":0.3096532064918984,"score_spread":0.2899403189795595,"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."}}