{"id":"W2345169472","doi":"10.1021/acs.est.6b00707","title":"Release of<i>Escherichia coli</i>from Foreshore Sand and Pore Water during Intensified Wave Conditions at a Recreational Beach","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intertidal zone; Pore water pressure; Hydrology (agriculture); Erosion; Indicator bacteria; Surface water; Environmental science; Geology; Water quality; Geomorphology; Geotechnical engineering; Oceanography; Ecology; Environmental engineering; Fecal coliform; Biology","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":[0.00008421869,0.0001423232,0.0001348448,0.0002944008,0.0004524204,0.0003901513,0.0001112137,0.0001560968,0.0004509531],"category_scores_gemma":[0.000222057,0.0001149284,0.0001173168,0.000355254,0.0002544956,0.0001408412,0.0001674091,0.0001845266,0.00006944836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008038917,"about_ca_system_score_gemma":0.0006000232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1611722,"about_ca_topic_score_gemma":0.3559621,"domain_scores_codex":[0.9998844,0.000007647359,0.00000523348,0.00001861245,0.00004555753,0.00003859403],"domain_scores_gemma":[0.9998357,0.00001746403,0.00005328806,0.000006963378,0.00005502162,0.0000314449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002215152,0.00006820108,0.9206485,0.0000247852,0.00002314579,0.0002331533,0.0005379734,0.0001842761,0.07066809,0.00001554892,0.00007854081,0.007296252],"study_design_scores_gemma":[0.000001255956,0.00008560119,0.9961128,0.000001558764,0.000005240359,0.00004899544,0.0002618622,0.00008495277,0.003308574,0.000003595047,0.00008331409,0.000002199155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997664,0.000006430119,0.00004876767,0.000003346829,2.958828e-7,0.000002731237,0.00005197434,0.000001631719,0.0001184359],"genre_scores_gemma":[0.9992847,0.00002757901,0.0001943047,0.000009437366,8.974081e-7,0.000003296612,0.0002070224,9.825588e-7,0.0002716735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611722,"threshold_uncertainty_score":0.3204682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024689104626019,"score_gpt":0.2114920243980662,"score_spread":0.201245133351806,"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."}}