{"id":"W4213217842","doi":"10.7287/peerj.12957v0.1/reviews/1","title":"Peer Review #1 of \"Quantification of human enteric viruses as alternative indicators of fecal pollution to evaluate wastewater treatment processes (v0.1)\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Enteric virus; Feces; Wastewater; Pollution; Environmental science; Environmental engineering; Biology; Virology; Microbiology; Ecology","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":[0.02533335,0.001079824,0.001396023,0.007430557,0.006006838,0.008126777,0.003204705,0.002699045,0.1142702],"category_scores_gemma":[0.1157377,0.0005517201,0.0008920162,0.003136082,0.002156978,0.002881147,0.004812102,0.001283124,0.07559959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170135,"about_ca_system_score_gemma":0.02345052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572615,"about_ca_topic_score_gemma":0.03704997,"domain_scores_codex":[0.9709345,0.004885355,0.002515799,0.00140836,0.01853467,0.001721413],"domain_scores_gemma":[0.6016607,0.01562722,0.007665188,0.01088838,0.3457147,0.01844383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001045507,0.00007253204,0.00358209,0.00162483,0.00003841515,0.000240275,0.0003459331,0.0001191253,0.00205339,0.0009676907,0.8849211,0.1059301],"study_design_scores_gemma":[0.00002975527,0.00005937661,0.007311535,0.0004087744,0.00002542349,0.000111227,0.0002753449,0.0004221954,0.00212366,0.0004764945,0.9887241,0.00003215486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04093298,0.01310089,0.0193499,0.1384797,0.2906006,0.02234963,0.02654083,0.00656747,0.4420779],"genre_scores_gemma":[0.07212595,0.009856677,0.02099341,0.009335074,0.03229555,0.003300178,0.01908476,0.003992858,0.8290156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1142702,"threshold_uncertainty_score":0.3822718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1388907156544957,"score_gpt":0.4603683996289634,"score_spread":0.3214776839744677,"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."}}