{"id":"W6959494125","doi":"10.1021/es060426z.s001","title":"Hydrologic Modeling of Pathogen\\nFate and Transport","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surface runoff; Watershed; Hydrology (agriculture); Subsurface flow; Hydrological modelling; Surface water; Current (fluid); Groundwater","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":[0.0003280299,0.0004718522,0.0004386044,0.0005253414,0.0007826691,0.00166121,0.001349656,0.001405198,0.002836781],"category_scores_gemma":[0.0008853662,0.0004371021,0.000603693,0.001022878,0.0008918484,0.001097958,0.0008378261,0.0009346892,0.0003914077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003214804,"about_ca_system_score_gemma":0.003545201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.18648,"about_ca_topic_score_gemma":0.08012315,"domain_scores_codex":[0.9998313,0.00003027268,0.00001014919,0.0000506241,0.00003413763,0.00004351578],"domain_scores_gemma":[0.9997564,0.00006399111,0.00003692303,0.00001609274,0.00008380724,0.00004278027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001192299,0.00002477239,0.003492943,0.00001081304,0.00001119529,0.00004399175,0.0000291529,0.9889333,0.0006292822,0.004750785,0.0005207577,0.001541067],"study_design_scores_gemma":[0.00000946766,0.000005313551,0.0006352923,0.000001950389,0.000005167599,0.000006942705,0.00002000938,0.9972706,0.0001498226,0.0009706489,0.0009194271,0.000005269415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7040229,0.000756968,0.224145,0.003854957,0.0002739755,0.0003139187,0.01138008,0.00160625,0.05364603],"genre_scores_gemma":[0.9664609,0.0006099477,0.01040209,0.0001141812,0.00005320918,0.000161482,0.001809663,0.0001067569,0.02028172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18648,"threshold_uncertainty_score":0.3707891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240760188760316,"score_gpt":0.2167686130879865,"score_spread":0.1943610112003833,"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."}}