{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005205682,0.0003341314,0.0004301243,0.0005457012,0.0005173179,0.002727372,0.0007605093,0.001953755,0.00433092],"category_scores_gemma":[0.01201538,0.0001626865,0.0005223398,0.0007475843,0.001256805,0.002324044,0.0008077802,0.00111815,0.0004712128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002468562,"about_ca_system_score_gemma":0.004153708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00768441,"about_ca_topic_score_gemma":0.01450858,"domain_scores_codex":[0.9963418,0.002160415,0.000248197,0.000298223,0.0006563843,0.0002950351],"domain_scores_gemma":[0.9896846,0.00530689,0.001310241,0.0002491345,0.003086449,0.0003626404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001505778,0.0007845675,0.1276315,0.00569774,0.0002490319,0.002800675,0.003331248,0.01491028,0.01891454,0.03413735,0.0462925,0.7437449],"study_design_scores_gemma":[0.0001280645,0.004153641,0.3333288,0.01002792,0.0004165289,0.002285103,0.06644637,0.01321929,0.02047258,0.1507971,0.3983296,0.0003949598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3273664,0.1542468,0.01279738,0.4495918,0.00252799,0.000185716,0.001613078,0.0001711736,0.05149965],"genre_scores_gemma":[0.9003986,0.07461171,0.003913473,0.01535657,0.001141441,0.00007007222,0.0002735559,0.00002119349,0.004213397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00768441,"threshold_uncertainty_score":0.02753055,"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."}}