{"id":"W3141244838","doi":"10.1023/a:1025449812251","title":"GIS-based distributed model for simulating runoff and sediment load in the Malian River Basin","year":2003,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Surface runoff; Hydrology (agriculture); Environmental science; Watershed; WEPP; Drainage basin; Sediment; Context (archaeology); Erosion; Structural basin; Distributed element model; Sediment transport; Runoff curve number; Plateau (mathematics); Arid; Geology; Soil conservation; Geomorphology; Ecology; Geography; Agriculture; Computer science; 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":[0.0002402607,0.0005945397,0.0005612714,0.0004953246,0.0004872038,0.0007343307,0.001177381,0.0008724707,0.002016352],"category_scores_gemma":[0.0006776584,0.0003693617,0.0004112398,0.0005632119,0.0005604578,0.000563046,0.0005024667,0.0004591538,0.00018108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197727,"about_ca_system_score_gemma":0.001363752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09934001,"about_ca_topic_score_gemma":0.05639151,"domain_scores_codex":[0.999909,0.00002672221,0.000006610434,0.00002597565,0.00001405714,0.00001761087],"domain_scores_gemma":[0.9997141,0.0001076958,0.0000309492,0.00002133208,0.00008414197,0.00004174667],"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":[0.00001868478,0.00002518879,0.001616528,0.000004058651,0.000008278062,0.00003131446,0.00001625504,0.9967968,0.0002296524,0.0002368883,0.0001133984,0.000902948],"study_design_scores_gemma":[0.000009664511,0.000004337023,0.0003385767,5.716204e-7,0.000003062091,0.000002327304,0.00000954009,0.9994066,0.00007880249,0.00008790508,0.00005676786,0.000001858687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638705,0.0000824453,0.02963641,0.0003362097,0.00004400614,0.0000448037,0.001146653,0.0009164901,0.00392252],"genre_scores_gemma":[0.994283,0.00003492485,0.004009842,0.00001920639,0.000007081244,0.00004241011,0.0003500121,0.00002543885,0.001228224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09934001,"threshold_uncertainty_score":0.1975236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183461596108122,"score_gpt":0.2329421053596317,"score_spread":0.2145959457488195,"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."}}