{"id":"W2169522896","doi":"","title":"Movement and persistence of fecal bacteria in agricultural soils and subsurface drainage water: A review","year":2002,"lang":"en","type":"review","venue":"","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":321,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tile drainage; Manure; Environmental science; Drainage; Soil water; Water quality; Tillage; Fecal coliform; Subsurface flow; Hydrology (agriculture); Environmental engineering; Ecology; Biology; Groundwater; Soil science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001279058,0.0003401209,0.001210673,0.00005842532,0.00001561944,0.00002708734,0.0001022234,0.0001707551,0.0001036676],"category_scores_gemma":[0.000007439354,0.0001862441,0.0001231198,0.0001574029,0.00003274016,0.00008350496,0.00005220007,0.0002208528,0.00001133658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004620452,"about_ca_system_score_gemma":0.000005060886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001640722,"about_ca_topic_score_gemma":0.0000137621,"domain_scores_codex":[0.998906,0.00004699028,0.0004662686,0.000237005,0.00009870911,0.0002450069],"domain_scores_gemma":[0.9996843,0.00003106344,0.00004297849,0.0001506537,0.00001949316,0.00007145777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[8.185187e-7,0.00002109743,0.000004029805,0.1766131,0.0001294141,0.00001831437,0.000224415,0.000006374388,0.00007244724,0.00004756559,0.0006821195,0.8221803],"study_design_scores_gemma":[0.0003818953,0.00006854707,0.0002700057,0.1222996,0.0005707198,0.0001150324,0.00009471755,0.0003080242,0.00007690818,0.00001172368,0.8747023,0.001100568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001189241,0.9947203,9.470234e-7,0.00002205073,0.0000785493,0.0004531409,0.00001254422,0.00004728963,0.003475918],"genre_scores_gemma":[0.0001856672,0.9991618,0.0001056107,0.00002248257,0.00001745705,0.00003057489,0.00003595412,0.00002006457,0.000420332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8740202,"threshold_uncertainty_score":0.7594813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658508180429418,"score_gpt":0.2266981939333417,"score_spread":0.2001131121290475,"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."}}