{"id":"W2114415529","doi":"10.1016/s1001-6279(08)60004-9","title":"Sediment load reduction in Chinese rivers","year":2008,"lang":"en","type":"article","venue":"International Journal of Sediment Research","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Surface runoff; Sediment; Environmental science; Hydrology (agriculture); Sediment transport; Sedimentary budget; Water year; Drainage basin; Geology; Geography; Ecology","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":[0.0004433547,0.0004133021,0.0004395936,0.00154687,0.001588168,0.0008120675,0.0005978505,0.0003590904,0.0008629548],"category_scores_gemma":[0.0006137807,0.0002351641,0.0005782863,0.002238495,0.0004896613,0.0005287719,0.0006215658,0.0001770575,0.00008867175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002492127,"about_ca_system_score_gemma":0.003269879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0983356,"about_ca_topic_score_gemma":0.1355587,"domain_scores_codex":[0.999617,0.00003708603,0.00004729657,0.0000890673,0.0001160973,0.00009351467],"domain_scores_gemma":[0.9996897,0.00003734961,0.0000751431,0.00003238047,0.0001124557,0.00005286101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009086762,0.000579642,0.8803066,0.0002449352,0.0002324094,0.00154443,0.004323805,0.01200574,0.02305133,0.001850541,0.001554608,0.07339736],"study_design_scores_gemma":[0.00002862004,0.0001522502,0.989311,0.000006135776,0.0001240897,0.00009528064,0.001148345,0.005093964,0.002344904,0.0005057528,0.001169145,0.0000206417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986715,0.0000976021,0.0001302041,0.00005605015,0.000003347937,0.000007498125,0.00003656203,0.000008619597,0.00098857],"genre_scores_gemma":[0.9986547,0.000111628,0.0001310093,0.00002204121,0.000007135724,0.000007276471,0.0001091638,0.000003030589,0.00095407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0983356,"threshold_uncertainty_score":0.1955264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439918510428297,"score_gpt":0.3396196835357095,"score_spread":0.3052204984314266,"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."}}