{"id":"W4389936048","doi":"10.1007/s11356-023-31444-1","title":"Impact of coagulation on SARS-CoV-2 and PMMoV viral signal in wastewater solids","year":2023,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Wastewater; Sewage treatment; Ferric; Virology; Chemistry; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Environmental science; Environmental engineering; Biology; Internal medicine; Medicine; Disease; Inorganic chemistry; Infectious disease (medical specialty)","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":[0.001352671,0.00006713456,0.00009861137,0.000547783,0.0001881188,0.00002525503,0.00004796639,0.00004265794,0.00002210485],"category_scores_gemma":[0.00008632441,0.00005247717,0.00002189968,0.0006720571,0.0008006887,0.0001557495,0.00008669482,0.0001743761,0.00004493415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223741,"about_ca_system_score_gemma":0.00005709616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002619459,"about_ca_topic_score_gemma":0.000007697636,"domain_scores_codex":[0.9985807,0.00006103389,0.0001362427,0.00023382,0.0006794698,0.0003087502],"domain_scores_gemma":[0.9997788,0.00004407454,0.00002326553,0.00009398815,0.00001188982,0.00004799635],"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":[0.00007473746,0.00004366181,0.06566131,0.000005544234,0.000002317531,0.000006917715,0.0002587896,0.00001147145,0.9287844,0.00001655031,0.00004236717,0.00509193],"study_design_scores_gemma":[0.000392244,0.000477594,0.4919201,0.00002205579,0.000001238037,0.00001391237,0.0001404636,0.003874403,0.5030304,0.00005427473,0.00003885958,0.0000344232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990471,0.0000204458,0.000002067721,0.0001924597,0.00001987072,0.000193761,0.0000061644,0.00001362645,0.0005045035],"genre_scores_gemma":[0.9997946,0.00001755191,0.0000174584,0.00007410659,0.00002588457,0.000005878266,0.000002511023,0.0000050378,0.00005694728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4262588,"threshold_uncertainty_score":0.2950171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09349722797046953,"score_gpt":0.4067399807663444,"score_spread":0.3132427527958749,"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."}}