{"id":"W4280597021","doi":"10.1016/j.scitotenv.2022.156025","title":"Influence of temperature and water quality on the persistence of human mitochondrial DNA, human Hf183 Bacteroidales, fecal coliforms and enterococci in surface water in human fecal source tracking context","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fecal coliform; Feces; Persistence (discontinuity); Context (archaeology); Human feces; Mitochondrial DNA; Source tracking; Biology; Microbiology; Water quality; Ecology; Genetics; Gene; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003775872,0.0001591057,0.0001734947,0.0002045188,0.0002183792,0.0006605032,0.0001474069,0.0002969574,0.001264013],"category_scores_gemma":[0.00114758,0.0001474201,0.0002587911,0.0002705166,0.0003869378,0.0002543178,0.0001996798,0.0002195107,0.0002125971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752468,"about_ca_system_score_gemma":0.000340124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388719,"about_ca_topic_score_gemma":0.01304219,"domain_scores_codex":[0.9996111,0.000149299,0.00001741283,0.00009049405,0.00005421745,0.00007756158],"domain_scores_gemma":[0.9992214,0.0002618013,0.0002046024,0.00005977911,0.0001676001,0.00008474266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003736179,0.0002034883,0.8763584,0.00007279206,0.000266012,0.0001709213,0.0005304041,0.0008841477,0.1065828,0.000185452,0.0001977769,0.01081166],"study_design_scores_gemma":[0.000006584083,0.0008495559,0.9798789,0.000008056378,0.0001034898,0.0001269086,0.000619862,0.0006708531,0.01724555,0.00007842155,0.0004014295,0.00001032834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992225,0.0002158637,0.0001138923,0.00001836305,0.000004890025,0.000001946821,0.0001511903,0.000001378614,0.000270015],"genre_scores_gemma":[0.9996289,0.0000650845,0.00004908475,0.00001098396,0.000003278835,0.00000114895,0.00006882237,0.000001815186,0.0001708338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388719,"threshold_uncertainty_score":0.02761275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944686078331353,"score_gpt":0.2348757949672595,"score_spread":0.215428934183946,"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."}}