{"id":"W3034974081","doi":"10.12657/landfana.036.003","title":"A global perspective on denudation data, primarily specific sediment yield in mountainous regions","year":2018,"lang":"en","type":"article","venue":"Landform Analysis","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Structural basin; Sediment; Aggradation; Denudation; Lithology; Population; Physical geography; Hydrology (agriculture); Geomorphology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00163294,0.0008700353,0.001004635,0.009252684,0.0004631474,0.002241096,0.0007228729,0.0004713359,0.001820611],"category_scores_gemma":[0.003311985,0.0002981361,0.0004270812,0.02464344,0.001717272,0.00248798,0.001570346,0.001147329,0.0003720678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896942,"about_ca_system_score_gemma":0.001219068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03816704,"about_ca_topic_score_gemma":0.04542203,"domain_scores_codex":[0.9991774,0.0001423032,0.0001323404,0.0002820822,0.0002071155,0.0000586751],"domain_scores_gemma":[0.9968091,0.0009370348,0.0008639254,0.0004085692,0.0008675872,0.0001138543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002065989,0.00004740042,0.2070097,0.007859937,0.0007455438,0.0006499803,0.005804338,0.006544397,0.005156344,0.04726985,0.03815921,0.6805467],"study_design_scores_gemma":[0.00000590165,0.0001331595,0.4104913,0.002000552,0.0001996816,0.001095674,0.002594703,0.0006214842,0.001309802,0.006998299,0.5744691,0.00008028161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.143196,0.6882297,0.02526292,0.01591807,0.002080121,0.00008681307,0.04224175,0.0007401558,0.08224446],"genre_scores_gemma":[0.4432989,0.4726079,0.02969354,0.005322558,0.003086744,0.0001686171,0.03620749,0.0004210409,0.009193359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03816704,"threshold_uncertainty_score":0.07588983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04825241772510438,"score_gpt":0.2773155032731093,"score_spread":0.2290630855480049,"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."}}