{"id":"W4404789444","doi":"10.1126/sciadv.ads6196","title":"The competing controls of glaciers, precipitation, and vegetation on high-mountain fluvial sediment yields","year":2024,"lang":"en","type":"article","venue":"Science Advances","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fluvial; Glacier; Sediment; Precipitation; Plateau (mathematics); Vegetation (pathology); Physical geography; Biogeochemical cycle; Erosion; Climate change; Weathering; Environmental science; Hydrology (agriculture); Glacial period; Geology; Structural basin; Earth science; Ecology; Geomorphology; Oceanography; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006204727,0.00005950871,0.00007450391,0.00002539567,0.000659876,0.0001229373,0.0001267676,0.00001095439,0.00002328033],"category_scores_gemma":[0.0001720854,0.00003583364,0.00001521141,0.0004137391,0.0005248217,0.0003888864,0.000009715473,0.0000544025,0.0000094703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000641074,"about_ca_system_score_gemma":0.00005646243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001650429,"about_ca_topic_score_gemma":0.0007375848,"domain_scores_codex":[0.9991792,0.0000214002,0.0001461266,0.0001832894,0.0003095652,0.0001603999],"domain_scores_gemma":[0.9990067,0.0007774187,0.00004865967,0.00007312647,0.00005976279,0.00003433564],"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":[0.00007751062,0.00001813308,0.1399921,0.00009485018,0.00003333878,0.000003015827,0.004721516,0.04258692,0.002478106,0.03393593,0.000189058,0.7758695],"study_design_scores_gemma":[0.000254058,0.0004743465,0.917126,0.0001433876,0.00001934662,0.000002087674,0.005534602,0.03460281,0.001561402,0.01063562,0.02947495,0.0001713624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823058,0.01291161,0.0003570501,0.001827519,0.001118806,0.000174452,0.00001193642,0.00002633147,0.00126647],"genre_scores_gemma":[0.9985242,0.0003643422,0.0008739452,0.0001056022,0.00007009198,0.000002543159,0.00000337258,9.667666e-7,0.00005486713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7771339,"threshold_uncertainty_score":0.50753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009572092586544588,"score_gpt":0.2448555396625237,"score_spread":0.2352834470759791,"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."}}