{"id":"W2298850945","doi":"10.1002/2015jg003131","title":"Arctic terrestrial hydrology: A synthesis of processes, regional effects, and research challenges","year":2016,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":448,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Victoria; McMaster University; Environment and Climate Change Canada","funders":"Vetenskapsrådet; International Arctic Science Committee; Russian Foundation for Basic Research; ArcticNet; Polarforskningssekretariatet","keywords":"Permafrost; Environmental science; Tundra; Arctic; Streamflow; Hydrology (agriculture); Climate change; Evapotranspiration; Wetland; Snowmelt; Terrestrial ecosystem; Ecohydrology; Ecosystem; Surface runoff; Ecology; Oceanography; Drainage basin; Geology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004374787,0.00114947,0.001273442,0.006184679,0.0006526822,0.004342291,0.000408589,0.0006191936,0.001664607],"category_scores_gemma":[0.004006204,0.0003465898,0.001202778,0.008880252,0.0009021793,0.003022778,0.001809859,0.001672688,0.0003040687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003846068,"about_ca_system_score_gemma":0.005687989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04880013,"about_ca_topic_score_gemma":0.04174681,"domain_scores_codex":[0.9993404,0.0002069816,0.0001000105,0.0001546076,0.0001370082,0.00006096017],"domain_scores_gemma":[0.9970204,0.001473782,0.0002827703,0.0001097836,0.000922169,0.0001910379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001344719,0.00005443694,0.03851201,0.0168596,0.0009597648,0.0002452071,0.002124158,0.01484204,0.001407436,0.04518899,0.03607893,0.8435929],"study_design_scores_gemma":[0.00001533719,0.0002684217,0.1624876,0.03270756,0.001749243,0.0004089146,0.004098337,0.01110745,0.001192974,0.04674361,0.7389953,0.0002252256],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00842034,0.9731407,0.00296552,0.00856735,0.001237336,0.00001926654,0.001054516,0.00008121701,0.004513759],"genre_scores_gemma":[0.06006002,0.9320469,0.003314742,0.001151613,0.002238912,0.00002706638,0.0006630691,0.00003443903,0.0004631655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04880013,"threshold_uncertainty_score":0.09703219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1388428241277828,"score_gpt":0.354598261194592,"score_spread":0.2157554370668092,"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."}}