{"id":"W4404919742","doi":"10.3390/hydrology11120207","title":"Multi-Model Assessment of Climate Change Impacts on the Streamflow Conditions in the Kasai River Basin, Central Africa","year":2024,"lang":"en","type":"article","venue":"Hydrology","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Streamflow; Climate change; Stream flow; Hydrology (agriculture); Drainage basin; Environmental science; Climatology; Structural basin; Water resource management; Geology; Geography; Oceanography; 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":[0.0009658295,0.0006828601,0.0005106041,0.0006883286,0.0004981473,0.001230995,0.0008526772,0.0009645545,0.0007113761],"category_scores_gemma":[0.001607571,0.000277165,0.0008280874,0.0008065727,0.000583712,0.0008636769,0.000642664,0.0005747204,0.00005649761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935664,"about_ca_system_score_gemma":0.001742403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1194231,"about_ca_topic_score_gemma":0.09266262,"domain_scores_codex":[0.9997291,0.0001262487,0.00001534629,0.00005403558,0.00002152047,0.00005365604],"domain_scores_gemma":[0.9994333,0.0002783842,0.00008138781,0.00004902978,0.00008486318,0.00007297115],"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":[0.00008476778,0.0001298397,0.02258604,0.00002368876,0.0001270937,0.0001173071,0.00005364782,0.9730872,0.0008223148,0.0006952526,0.0002234203,0.002049529],"study_design_scores_gemma":[0.00005567483,0.00006922557,0.01547401,0.00001182302,0.00005442751,0.00001635139,0.0001325146,0.9831848,0.0004134154,0.0002500134,0.000316204,0.0000215399],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974618,0.00007499295,0.0008292287,0.000168033,0.000008918258,0.00001742072,0.0005603559,0.00003572444,0.0008435786],"genre_scores_gemma":[0.9988182,0.00004811977,0.0006649069,0.00001495253,0.000003205088,0.00002160742,0.0002796573,0.000005356594,0.0001439798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194231,"threshold_uncertainty_score":0.237456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445983476454451,"score_gpt":0.2872041505415299,"score_spread":0.2527443157769854,"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."}}