{"id":"W4396569541","doi":"10.1016/j.scitotenv.2024.172917","title":"Identification of environmental and methodological factors driving variability of Pepper Mild Mottle Virus (PMMoV) across three wastewater treatment plants in the City of Toronto","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; Toronto Metropolitan University","funders":"Ministère de l’Environnement, de la Protection de la nature et des Parcs","keywords":"Wastewater; Environmental science; Sewage treatment; Chemical oxygen demand; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005175333,0.0004006012,0.0003948851,0.000744524,0.00130776,0.001414957,0.0004859236,0.0004275446,0.0004421993],"category_scores_gemma":[0.001412467,0.0002376654,0.000364008,0.001611939,0.0007839174,0.0002564779,0.000520421,0.0002465192,0.00009986287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008420503,"about_ca_system_score_gemma":0.003169691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7486836,"about_ca_topic_score_gemma":0.8652726,"domain_scores_codex":[0.9990239,0.0001204127,0.00006518477,0.0002803782,0.0003604572,0.0001496186],"domain_scores_gemma":[0.9985809,0.0002072366,0.0003117833,0.00004505766,0.0007186124,0.0001363719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000246659,0.00004928722,0.9429011,0.0001332708,0.0001132163,0.0002800197,0.002484892,0.0009260813,0.04576585,0.0000935905,0.0003421549,0.006663876],"study_design_scores_gemma":[0.000001549043,0.00003475721,0.9964272,0.000004953014,0.00001544058,0.00002989361,0.00101793,0.0004416138,0.001737249,0.000007584825,0.0002750623,0.000006637486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981713,0.0000917687,0.0004354136,0.00003137645,0.000003381626,0.00002855083,0.0007569153,0.000007900473,0.0004734882],"genre_scores_gemma":[0.9978585,0.00008743265,0.0006396798,0.00002885344,0.000003012392,0.00002345213,0.0008267133,0.000005829174,0.0005266152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2513164,"threshold_uncertainty_score":0.5055928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07030407743663274,"score_gpt":0.3236085640849181,"score_spread":0.2533044866482853,"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."}}