{"id":"W2083222947","doi":"10.1080/02626667.2014.916407","title":"Changes to flow regime on the Niger River at Koulikoro under a changing climate","year":2014,"lang":"en","type":"article","venue":"Hydrological Sciences Journal","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Quantile; Environmental science; Precipitation; Climatology; Streamflow; Climate change; SWAT model; Climate model; Relative humidity; Hydrology (agriculture); Meteorology; Drainage basin; Geography; Econometrics; Geology; Mathematics","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":[0.0002171345,0.000161475,0.0001985311,0.0003269428,0.0003464083,0.0004884995,0.0002504643,0.0005267205,0.0004117747],"category_scores_gemma":[0.0005093953,0.0001448603,0.0002869337,0.0003968732,0.0002520384,0.0002572354,0.0002485707,0.0002528577,0.00005250922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007698162,"about_ca_system_score_gemma":0.0005700106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04775906,"about_ca_topic_score_gemma":0.04695413,"domain_scores_codex":[0.9999179,0.00002333291,0.000006890607,0.00002643481,0.00001061254,0.00001481671],"domain_scores_gemma":[0.9998791,0.0000442936,0.00001949254,0.00001848158,0.00002286118,0.00001563944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000292534,0.0002400167,0.3922613,0.00006287101,0.0001333627,0.001059,0.0003636737,0.5759584,0.01665637,0.001015667,0.0005864033,0.01137036],"study_design_scores_gemma":[0.00007289699,0.00009807005,0.3630497,0.0000323037,0.00006846902,0.0001215441,0.0004807856,0.6298154,0.004912808,0.0003253592,0.0009674645,0.00005515688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999328,0.00001282403,0.0001562802,0.00002711184,0.000002290997,0.000003811363,0.0001512602,0.0000136185,0.000304684],"genre_scores_gemma":[0.9994884,0.00002019771,0.0002377456,0.000005285719,9.157685e-7,0.000003932649,0.0001807607,0.000002034119,0.00006080476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04775906,"threshold_uncertainty_score":0.09496212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864452479210449,"score_gpt":0.2434066224339474,"score_spread":0.2147620976418429,"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."}}