{"id":"W2234824616","doi":"10.1016/j.jglr.2015.03.006","title":"Differential occurrence of Escherichia coli and human Bacteroidales at two Great Lakes beaches","year":2015,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intertidal zone; Sediment; Escherichia coli; Hydrology (agriculture); Sediment–water interface; Environmental science; Indicator bacteria; Submarine pipeline; Environmental chemistry; Water quality; Geology; Ecology; Chemistry; Biology; Geomorphology; Oceanography; Geotechnical engineering; Fecal coliform","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001825562,0.0002899336,0.0002153587,0.001241644,0.0009461638,0.0007594292,0.0002017392,0.0004419539,0.001034281],"category_scores_gemma":[0.0005436189,0.0003268515,0.0002556893,0.0007681703,0.0005048609,0.0003593036,0.0007221173,0.0002552336,0.0002300211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004759845,"about_ca_system_score_gemma":0.0003687851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03393881,"about_ca_topic_score_gemma":0.07437664,"domain_scores_codex":[0.9998171,0.00003144423,0.00001460279,0.00004044652,0.00004292325,0.00005349144],"domain_scores_gemma":[0.9993943,0.00007436221,0.0001410297,0.00003141604,0.0001698894,0.0001889829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000397302,0.00003408108,0.9786699,0.00001740811,0.00003773662,0.0004108211,0.001995535,0.00003974686,0.01597616,0.00003310941,0.00007230503,0.002315787],"study_design_scores_gemma":[0.000002081372,0.00007452576,0.9978415,0.000002775283,0.000009781274,0.0001052944,0.001245758,0.00003671854,0.0005327617,0.000006129219,0.0001391325,0.000003478078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995657,0.00001975367,0.00002693904,0.000008448988,0.000001095427,0.00000233672,0.00008038156,0.000001855924,0.0002935044],"genre_scores_gemma":[0.9989832,0.0000366274,0.0001322996,0.00001284735,0.000002542627,0.000005385171,0.0001579883,0.000001719875,0.0006674024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9660612,"threshold_uncertainty_score":0.06748253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227698541418201,"score_gpt":0.3683145318825264,"score_spread":0.2455446777407063,"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."}}