{"id":"W4399591050","doi":"10.20944/preprints202406.0655.v1","title":"Multi-model Assessment of Climate Change Impacts on the Streamflow Conditions in the Kasai River Basin, Central Africa","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Streamflow; Hydropower; Representative Concentration Pathways; Climate change; Environmental science; Hydroelectricity; Drainage basin; Soil and Water Assessment Tool; Climatology; Structural basin; Climate model; Water resources; Watershed; Water resource management; Hydrology (agriculture); Geography; Geology; Ecology; Oceanography; Computer science","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":[0.0009213182,0.0009737344,0.0007095558,0.0007020122,0.0004917645,0.0013455,0.0006541584,0.001023181,0.0009423973],"category_scores_gemma":[0.001534231,0.0002986607,0.001028036,0.0006552553,0.0004541719,0.0007206258,0.0006310402,0.0006092864,0.00006444701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101667,"about_ca_system_score_gemma":0.001268297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0960032,"about_ca_topic_score_gemma":0.05605904,"domain_scores_codex":[0.9997489,0.0001209893,0.00001350942,0.00004109947,0.00002547622,0.00005002289],"domain_scores_gemma":[0.9994183,0.0003324161,0.00006152693,0.00003362862,0.00009008313,0.00006415336],"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":[0.00008496441,0.00006416209,0.008186406,0.00002194452,0.0001006613,0.000113234,0.00002536159,0.9888254,0.0006312595,0.0003771418,0.0001652605,0.001404305],"study_design_scores_gemma":[0.00004433448,0.00007977826,0.009324341,0.00001444921,0.00007020473,0.00001742619,0.00008495145,0.9892811,0.0005280949,0.0002258965,0.0003099848,0.00001944146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956002,0.0001654657,0.001347405,0.0001972896,0.0000178943,0.00002305541,0.0008007096,0.00005590149,0.001792001],"genre_scores_gemma":[0.9984494,0.00007229808,0.0007659933,0.00001393006,0.000005805025,0.0000202944,0.0003822802,0.00000988082,0.000280053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0960032,"threshold_uncertainty_score":0.1908888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125336738909883,"score_gpt":0.3496566484678186,"score_spread":0.2243199095579357,"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."}}