{"id":"W2886584888","doi":"10.1073/pnas.1801026115","title":"Natural and managed watersheds show similar responses to recent climate change","year":2018,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Streamflow; Climate change; Environmental science; Natural (archaeology); Agriculture; Water resources; Physical geography; Hydrology (agriculture); Geography; Ecology; Drainage basin; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002726145,0.00006768145,0.0001401186,0.0005628918,0.0003697325,0.0006447589,0.0001488698,0.0001527909,0.0008912206],"category_scores_gemma":[0.001148315,0.00006955519,0.0001386112,0.001188825,0.0004426453,0.0003748328,0.0002940275,0.0001083002,0.00006422331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132477,"about_ca_system_score_gemma":0.0007155327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09012253,"about_ca_topic_score_gemma":0.242736,"domain_scores_codex":[0.9997486,0.00004085451,0.00002049195,0.0000762038,0.00006330472,0.00005056621],"domain_scores_gemma":[0.9994801,0.00007228207,0.0002239189,0.00004853011,0.0001155778,0.00005966437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007957662,0.00005842262,0.9805032,0.00002379974,0.000122091,0.00007348785,0.000511125,0.001135766,0.003881389,0.0005559459,0.0005395789,0.01251567],"study_design_scores_gemma":[0.000001996812,0.000009893191,0.9985132,0.000001970599,0.000004917004,0.00002122586,0.0002446109,0.0002806353,0.0001898726,0.0001110424,0.0006185341,0.000002157459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960691,0.0001167682,0.0004385948,0.00007442361,0.00000499158,0.00001136193,0.0006889206,0.00002014087,0.002575772],"genre_scores_gemma":[0.9987154,0.00008022323,0.0002869613,0.00003305461,0.000004036134,0.000008895349,0.0005880455,0.000003310049,0.000280049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09012253,"threshold_uncertainty_score":0.1791959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04719422042396693,"score_gpt":0.2945508696921762,"score_spread":0.2473566492682093,"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."}}