{"id":"W4205727232","doi":"10.1007/s40808-021-01342-x","title":"Numerical groundwater flow modelling under changing climate in Abaya–Chamo lakes basin, Rift Valley, Southern Ethiopia","year":2022,"lang":"en","type":"article","venue":"Modeling Earth Systems and Environment","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"MODFLOW; Groundwater flow; Groundwater; Groundwater recharge; Aquifer; Geology; Groundwater model; Groundwater discharge; Structural basin; Hydrology (agriculture); Environmental science; Geomorphology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002203793,0.0002935955,0.0003665358,0.0004734038,0.0006203407,0.001102687,0.0004657351,0.0006841918,0.000787595],"category_scores_gemma":[0.0005267439,0.0002641867,0.0004121149,0.0006604972,0.0004257131,0.0004299321,0.0002965409,0.0003726626,0.00005498037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125085,"about_ca_system_score_gemma":0.001189093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0688699,"about_ca_topic_score_gemma":0.04623695,"domain_scores_codex":[0.999934,0.00002047691,0.000005918123,0.00001493191,0.000005091427,0.00001950982],"domain_scores_gemma":[0.9998482,0.00007732721,0.00001927808,0.000009047199,0.00002316529,0.00002289733],"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":[0.0002185469,0.0001833021,0.05894503,0.00006625309,0.00007780916,0.0005166183,0.0002758209,0.9264405,0.005365304,0.001638297,0.0003134388,0.005959095],"study_design_scores_gemma":[0.00007666543,0.0001012061,0.0349775,0.00001889262,0.00004317269,0.00006195691,0.0007426463,0.9610785,0.001795728,0.0005115413,0.0005624988,0.00002968362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986833,0.00004677565,0.0004380279,0.00006480904,0.000006784273,0.000007729977,0.0001383871,0.00001798898,0.0005961603],"genre_scores_gemma":[0.9991912,0.00005222095,0.0004387582,0.000005241846,0.000002223249,0.000007052948,0.00007303437,0.000002275372,0.0002278515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0688699,"threshold_uncertainty_score":0.136938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003617121353481,"score_gpt":0.1968959743935813,"score_spread":0.1768598031800465,"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."}}