{"id":"W1984782542","doi":"10.1029/2010wr009582","title":"The role of land use and soils in regulating water flow in small headwater catchments of the Andes","year":2011,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"International Development Research Centre","keywords":"Hydrology (agriculture); Environmental science; Soil water; Infiltration (HVAC); Drainage basin; Evapotranspiration; Wetland; Land use; Water cycle; Surface runoff; Catchment hydrology; STREAMS; Soil science; Geology; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00152903,0.00008076111,0.0001249859,0.00007141474,0.0001910287,0.00002068216,0.0003054525,0.00004625383,0.00007317406],"category_scores_gemma":[0.00002266601,0.00003193268,0.00002170185,0.00009740789,0.0007685886,0.00009255778,0.001165406,0.0001744309,0.00001424498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002393849,"about_ca_system_score_gemma":9.415192e-7,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007545263,"about_ca_topic_score_gemma":0.005068911,"domain_scores_codex":[0.998543,0.00036132,0.0002215982,0.0001966996,0.0002230428,0.0004543191],"domain_scores_gemma":[0.9996277,0.00006922444,0.00002022027,0.0002508691,0.000009124656,0.00002283085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054503,0.00003961794,0.9559739,0.00001320314,0.00001189078,0.000002553033,0.03217953,0.0002272253,0.01049831,0.000004275889,0.00001209723,0.0009320106],"study_design_scores_gemma":[0.0004261014,0.00007153906,0.7677181,0.00003707767,0.000004018097,9.318616e-7,0.0009590392,0.0007802385,0.2244988,0.003326521,0.002101946,0.00007562472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968681,0.00004292653,3.528544e-7,0.000322669,0.00001168164,0.0002452538,9.172059e-7,0.000002820738,0.00250526],"genre_scores_gemma":[0.9990475,0.00003158478,0.00004103988,0.00001507802,0.000004946142,0.00002353225,8.065951e-7,0.000006341289,0.000829137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2140005,"threshold_uncertainty_score":0.9990636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04948758714276674,"score_gpt":0.2602778771208868,"score_spread":0.21079028997812,"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."}}