{"id":"W3033877803","doi":"10.1139/cjce-2020-0240","title":"Coronavirus disease 2019 (COVID-19): a new challenge in untreated wastewater","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Wastewater; Outbreak; Coronavirus; Epidemiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Environmental health; Medicine; Virology; Disease; Environmental science; Infectious disease (medical specialty); Environmental engineering; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009946583,0.0001322471,0.0002441797,0.0003441327,0.00002628347,0.00002321569,0.00008714382,0.0000525748,0.0002480619],"category_scores_gemma":[0.0008822001,0.0001277655,0.00008434556,0.0002739829,0.0000129319,0.00009730169,0.000006985772,0.000331999,0.00002006708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00030617,"about_ca_system_score_gemma":0.001647455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309582,"about_ca_topic_score_gemma":0.03765919,"domain_scores_codex":[0.9991543,0.00001277028,0.0003027291,0.0001168172,0.0001267271,0.0002866792],"domain_scores_gemma":[0.9975865,0.0000397695,0.00006561281,0.0000919781,0.00004274145,0.002173368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0026301,0.0002655172,0.2182293,0.003376276,0.001287554,0.1500057,0.03055891,0.2510808,0.2725575,0.0007923047,0.02871318,0.04050285],"study_design_scores_gemma":[0.02013178,0.001643919,0.04798665,0.00250506,0.0004845342,0.003294275,0.000644371,0.0780994,0.01604791,0.0002209328,0.8274226,0.001518615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764513,0.006211558,0.002055128,0.0132764,0.000578322,0.0002473452,0.00001495299,0.00008163496,0.001083386],"genre_scores_gemma":[0.9971594,0.00001513457,0.0001097603,0.002264277,0.0003719078,0.00000100102,0.000001660244,0.00003051491,0.00004638997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7987094,"threshold_uncertainty_score":0.979901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07576595161724953,"score_gpt":0.2864917535946202,"score_spread":0.2107258019773707,"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."}}