{"id":"W2998133122","doi":"10.1002/hyp.13687","title":"Impacts of future climate on the hydrology of a northern headwaters basin and its implications for a downstream deltaic ecosystem","year":2019,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Global Institute for Water Security; University of Victoria; University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Tributary; Environmental science; Streamflow; Hydrology (agriculture); Wetland; Drainage basin; Delta; Climate change; Ecosystem; Discharge; Hydropower; Ecology; Geography; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002191017,0.000188305,0.0001655039,0.0002883023,0.0005014213,0.001065208,0.0002786655,0.0003011353,0.00154162],"category_scores_gemma":[0.0004540021,0.0001323942,0.0003496895,0.0005018906,0.0003916385,0.0004033571,0.0004495071,0.000283099,0.00009590376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940207,"about_ca_system_score_gemma":0.001401529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1607572,"about_ca_topic_score_gemma":0.1968984,"domain_scores_codex":[0.9999338,0.00001764924,0.000004228915,0.00001292919,0.00001308966,0.00001830064],"domain_scores_gemma":[0.9998667,0.00002449049,0.00002880607,0.00001055469,0.00003407842,0.00003524695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001789282,0.0001412736,0.7632647,0.00007714976,0.000210491,0.0005762152,0.0003982368,0.2093345,0.008637982,0.002413315,0.002091366,0.01267577],"study_design_scores_gemma":[0.00002657585,0.00008289015,0.7343941,0.00004889838,0.00007521754,0.0001232217,0.001466695,0.2573643,0.001626281,0.001281307,0.003475738,0.00003475416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975447,0.00006167664,0.0002633421,0.0002201863,0.000007553794,0.00000407582,0.0003277748,0.00002170793,0.001548946],"genre_scores_gemma":[0.9994148,0.00005724293,0.0001547186,0.000016612,0.000003076033,0.000003249794,0.0001046521,0.000003609255,0.0002420985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607572,"threshold_uncertainty_score":0.319643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290407070123659,"score_gpt":0.2298884657220972,"score_spread":0.2169843950208606,"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."}}