{"id":"W70521757","doi":"10.1016/s0169-7722(00)00137-6","title":"Multicomponent simulation of wastewater-derived nitrogen and carbon in shallow unconfined aquifers","year":2001,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aquifer; Groundwater; Nitrification; Wastewater; Nitrate; Environmental science; MODFLOW; Nitrogen; Plume; Chemistry; Environmental engineering; Groundwater flow; Geology; Geotechnical engineering; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004604992,0.0006394711,0.00114458,0.0005931951,0.001049718,0.00115615,0.001671812,0.002768561,0.002802366],"category_scores_gemma":[0.002045359,0.0007721235,0.0009303883,0.0009948352,0.001755035,0.0009959347,0.0009355369,0.001219056,0.0001437815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376403,"about_ca_system_score_gemma":0.002739157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1619389,"about_ca_topic_score_gemma":0.07171158,"domain_scores_codex":[0.9997688,0.0000392563,0.00001308555,0.0000516381,0.00003864013,0.00008856555],"domain_scores_gemma":[0.9985852,0.0008379158,0.00008897606,0.00005170542,0.0002040259,0.0002322276],"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":[0.0001019855,0.0001328732,0.003114542,0.00001050681,0.00001355144,0.0001019916,0.00002815681,0.9947392,0.0006712744,0.0003102087,0.00008474263,0.0006908519],"study_design_scores_gemma":[0.00003589402,0.00003587895,0.0009865076,0.000001486089,0.00000510825,0.000005190653,0.00004033691,0.9984378,0.0002785267,0.000134335,0.00003282327,0.000006069264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968457,0.00002595768,0.0009911597,0.0001278751,0.0000152616,0.0000167142,0.0001234942,0.00003204857,0.001821811],"genre_scores_gemma":[0.9982018,0.00002345423,0.0006797002,0.00003229708,0.000003771469,0.00001776973,0.0000857785,0.00001118525,0.0009440973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619389,"threshold_uncertainty_score":0.3219925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174201166938319,"score_gpt":0.230948539020292,"score_spread":0.2192065273509088,"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."}}