{"id":"W4232305865","doi":"10.13031/2013.15725","title":"BACTERIAL QUALITY OF SURFACE AND SUBSURFACE DRAINAGE WATER FROM MANURED FIELDS","year":2013,"lang":"en","type":"article","venue":"","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Manure; Drainage; Surface runoff; Environmental science; Surface water; Water quality; Hydrology (agriculture); Nova scotia; Fecal coliform; Population; Spring (device); Indicator bacteria; Agronomy; Environmental engineering; Ecology; Geography; Biology; Geology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001157418,0.0002196663,0.0002579056,0.0003865656,0.0003955646,0.0006014861,0.0001396853,0.0001832297,0.0005137512],"category_scores_gemma":[0.0003198594,0.0001259615,0.0001472655,0.000591756,0.0002447251,0.0001254882,0.0001709052,0.000216749,0.0001545943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007950247,"about_ca_system_score_gemma":0.0006802726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.146484,"about_ca_topic_score_gemma":0.203234,"domain_scores_codex":[0.9997584,0.00001666976,0.0000113065,0.00004992614,0.0001176906,0.00004598543],"domain_scores_gemma":[0.9997506,0.00003170503,0.00004642412,0.000008264728,0.0001157339,0.00004729247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007295648,0.0001399535,0.3833787,0.0001224349,0.00003270262,0.0002520162,0.0008661071,0.0002909803,0.6021822,0.00003194193,0.0002655327,0.01170787],"study_design_scores_gemma":[0.00001019114,0.0003346158,0.9625165,0.000012702,0.00001742655,0.00008412656,0.0005841279,0.0004912809,0.03516833,0.00001422927,0.0007581138,0.000008286469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989435,0.00006704701,0.00009546995,0.000008951289,0.000004212713,0.000009950995,0.0004355902,0.000003810478,0.0004314411],"genre_scores_gemma":[0.9959716,0.0001730934,0.0003640365,0.00002646143,0.000003757527,0.00001384812,0.001528118,0.000004446198,0.001914495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.146484,"threshold_uncertainty_score":0.2912627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078799179671179,"score_gpt":0.2468153430840423,"score_spread":0.2260273512873305,"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."}}