{"id":"W87429177","doi":"10.2166/wh.2015.253","title":"Widespread detection of human- and ruminant-origin Bacteroidales markers in subtidal waters of the Salish Sea in Washington State","year":2015,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Northwest Fisheries Science Center; National Marine Fisheries Service; Joint Institute for the Study of the Atmosphere and Ocean; University of Wisconsin-Milwaukee; National Oceanic and Atmospheric Administration; U.S. Department of Commerce; U.S. Environmental Protection Agency","keywords":"Salinity; Drainage basin; Impervious surface; Ecosystem; Biology; Ecology; Environmental science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001794977,0.0001578019,0.0001022685,0.000712279,0.0004565535,0.0004107973,0.0001286336,0.0001553443,0.0004318504],"category_scores_gemma":[0.0004541964,0.0001586223,0.0001183518,0.0008165292,0.0003672922,0.0002166378,0.0004557671,0.0001643994,0.00005802301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005429046,"about_ca_system_score_gemma":0.0006525758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1059136,"about_ca_topic_score_gemma":0.2926793,"domain_scores_codex":[0.9999049,0.00001898886,0.00001351756,0.00002398211,0.00001949142,0.00001908837],"domain_scores_gemma":[0.9996475,0.00004214293,0.0001668282,0.00001853203,0.00006026354,0.00006471738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002346981,0.00000901103,0.996137,0.000006501744,0.00001172403,0.00005166929,0.0002877894,0.00002338996,0.001635114,0.000008921783,0.00003892002,0.001766453],"study_design_scores_gemma":[8.847286e-7,0.0000159048,0.9990722,0.000003187167,0.000004075974,0.000025758,0.0005951672,0.00003793706,0.000145561,0.000005311026,0.00009281175,0.000001187536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997042,0.00002292007,0.000026832,0.00001237193,7.933638e-7,0.00000226299,0.00007496689,0.000001472288,0.0001541694],"genre_scores_gemma":[0.9995771,0.00004879025,0.00009634515,0.00001176747,0.000001433871,0.000003476971,0.000132286,4.191331e-7,0.0001283048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1059136,"threshold_uncertainty_score":0.2105943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402822701260619,"score_gpt":0.2957467099135394,"score_spread":0.2554644397874775,"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."}}