{"id":"W4387059124","doi":"10.3390/w15193364","title":"Land Use and Land Cover Change Modulates Hydrological Flows and Water Supply to Gaborone Dam Catchment, Botswana","year":2023,"lang":"en","type":"article","venue":"Water","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation; International Development Research Centre; Botswana International University of Science and Technology","keywords":"Land cover; Hydrology (agriculture); Shrubland; Environmental science; Land use; Drainage basin; Streamflow; Geography; Geology; Cartography; Ecosystem","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001933844,0.0001513971,0.0001369826,0.0006514572,0.0003484056,0.0004616804,0.0002702433,0.0002025384,0.001220148],"category_scores_gemma":[0.0004770458,0.0001663039,0.0001981286,0.001189386,0.0003655595,0.0002462047,0.0004727938,0.0001613694,0.0001288708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945469,"about_ca_system_score_gemma":0.001173594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1993644,"about_ca_topic_score_gemma":0.402805,"domain_scores_codex":[0.9999048,0.00001670912,0.000005019033,0.00001973489,0.000009124499,0.00004456672],"domain_scores_gemma":[0.9998956,0.00003454795,0.00002376618,0.00000838542,0.00001921917,0.00001853632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002767925,0.00008538899,0.9406784,0.0001309132,0.00006338089,0.003413474,0.003680484,0.002084083,0.01882534,0.0009280527,0.0009804084,0.02885325],"study_design_scores_gemma":[0.00001099294,0.00001903417,0.9934748,0.00003158377,0.00002300996,0.0001894663,0.002400806,0.002074225,0.0004715945,0.0001069799,0.001189268,0.000008254156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992253,0.00002872939,0.00003405936,0.00004592936,0.000001360006,0.000004794881,0.0001194978,0.000003274892,0.000537049],"genre_scores_gemma":[0.9993435,0.00005313347,0.00009853494,0.00001801184,8.547387e-7,0.000008601442,0.0001284056,0.000002089814,0.0003469085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993644,"threshold_uncertainty_score":0.3964078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402058909157985,"score_gpt":0.2253705686014035,"score_spread":0.2013499795098237,"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."}}