{"id":"W2955290166","doi":"10.1016/j.ejrh.2019.100615","title":"Simulated surface and shallow groundwater resources in the Abaya-Chamo Lake basin, Ethiopia using a spatially-distributed water balance model","year":2019,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Baseflow; Groundwater recharge; Groundwater; Hydrology (agriculture); Evapotranspiration; Surface runoff; Water balance; Streamflow; Surface water; Geology; Groundwater flow; Structural basin; Aquifer; Precipitation; Environmental science; Drainage basin; Geomorphology; Geography; Ecology","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":[0.000250676,0.0004806604,0.000389367,0.0003291009,0.0003888382,0.0006359948,0.0005504222,0.0009093058,0.001269739],"category_scores_gemma":[0.0004191553,0.0002814477,0.0004105254,0.000490885,0.0004000503,0.0004110297,0.0003479611,0.0003417988,0.00009260569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009495798,"about_ca_system_score_gemma":0.001038641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05182845,"about_ca_topic_score_gemma":0.03894621,"domain_scores_codex":[0.9999318,0.00002092918,0.000004595445,0.00001584329,0.0000071623,0.00001959997],"domain_scores_gemma":[0.9998301,0.00007379303,0.0000199415,0.00001105101,0.00003304531,0.00003204404],"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":[0.0001199869,0.00009607092,0.01329577,0.00002457766,0.00004005019,0.0001652273,0.00004672323,0.9831094,0.001431693,0.0003481716,0.0001751652,0.001147297],"study_design_scores_gemma":[0.0000801065,0.00008033632,0.008067168,0.000006871336,0.00002310138,0.00001519093,0.0001376946,0.9905183,0.0007126499,0.0001451023,0.0001991655,0.00001435228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979334,0.00002511474,0.0005834913,0.00004389351,0.00000567908,0.0000122925,0.0005496134,0.00003289159,0.0008135795],"genre_scores_gemma":[0.9988074,0.00002354104,0.0005508058,0.00000979916,0.000001513087,0.00001655108,0.0003093023,0.000003928966,0.0002770504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05182845,"threshold_uncertainty_score":0.1030535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905974440288596,"score_gpt":0.2615424390276934,"score_spread":0.2324826946248074,"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."}}