{"id":"W3082337024","doi":"10.1002/wer.1446","title":"Implications of SARS‐CoV‐2 on current and future operation and management of wastewater systems","year":2020,"lang":"en","type":"article","venue":"Water Environment Research","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Wastewater; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmission (telecommunications); Coronavirus disease 2019 (COVID-19); Pandemic; Sewage treatment; Effluent; Business; Environmental science; Environmental planning; Risk analysis (engineering); Environmental health; Environmental engineering; Medicine; Engineering; Infectious disease (medical specialty); Telecommunications; Disease; Pathology","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":[0.0002572044,0.00007211155,0.0001319781,0.00007755058,0.00005695362,0.00001445852,0.00004121646,0.00003220249,0.0000178325],"category_scores_gemma":[0.00000300176,0.00004791819,0.00001715221,0.00004495877,0.00008367709,0.00003220994,0.0001110063,0.0001374735,0.00002710988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003169368,"about_ca_system_score_gemma":0.000003447313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000124117,"about_ca_topic_score_gemma":2.652964e-7,"domain_scores_codex":[0.9990816,0.00006353388,0.0001901234,0.0002194555,0.0002956995,0.000149638],"domain_scores_gemma":[0.9997316,0.00001549802,0.00002233204,0.0001727917,0.00001562842,0.00004212925],"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":[0.00006596943,0.00008104161,0.002445506,0.0006220968,0.00002886505,0.00000307461,0.0006014705,0.000007198415,0.9882848,0.0002694996,0.0001332625,0.007457277],"study_design_scores_gemma":[0.0006728618,0.0004064189,0.008124418,0.00008690342,0.0000235207,0.000007857837,0.0003348603,0.0005224888,0.963282,0.00001942725,0.02646583,0.00005337917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953386,0.0003968418,0.00006582826,0.002896688,0.00002748204,0.0005813247,0.000004723252,0.00000916361,0.0006793728],"genre_scores_gemma":[0.9990406,0.0005841516,0.0001258123,0.00005775144,0.00008326692,0.0000475076,0.00001051248,0.000009873841,0.00004054067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02633256,"threshold_uncertainty_score":0.1954047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1324392635463147,"score_gpt":0.3671599075224019,"score_spread":0.2347206439760872,"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."}}