{"id":"W2021054839","doi":"10.4296/cwrj2801069","title":"Glacial Control of Water Resource and Related Environmental Responses to Climatic Warming: Empirical Analysis Using Historical Streamflow Data from Northwestern Canada","year":2003,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Streamflow; Meltwater; Glacier; Glacial period; Climate change; Environmental science; Evapotranspiration; Precipitation; Global warming; Drainage basin; Physical geography; Climatology; Hydrology (agriculture); STREAMS; Water resources; Geology; Geography; Ecology; Meteorology; Oceanography; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009445498,0.0001393185,0.0001941291,0.0007689045,0.000798073,0.0006828802,0.0004741991,0.0002068642,0.0006787521],"category_scores_gemma":[0.004514963,0.000124075,0.0002715844,0.001562334,0.0009368633,0.0002022914,0.0002693076,0.0002441006,0.0000677249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004366454,"about_ca_system_score_gemma":0.002974839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.923023,"about_ca_topic_score_gemma":0.9548051,"domain_scores_codex":[0.9995787,0.00009031231,0.00002886081,0.0001017969,0.0001035674,0.00009688533],"domain_scores_gemma":[0.9971517,0.001082097,0.0003383679,0.0002253313,0.0008641705,0.0003382191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001980251,0.000007657131,0.9966314,0.000003841746,0.00003961306,0.00003842916,0.0001887953,0.0009490447,0.0001933047,0.00005400771,0.0001110551,0.00176299],"study_design_scores_gemma":[0.000001041893,0.000004067954,0.9977856,0.000002589127,0.00000691036,0.00001650015,0.0002032499,0.001750736,0.00004982601,0.0000177285,0.0001588992,0.000002790829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995074,0.00003906732,0.00007036101,0.00001443939,6.992433e-7,0.000001610655,0.0002101255,0.000003155485,0.0001531214],"genre_scores_gemma":[0.9994805,0.000023408,0.00006169034,0.000003884331,6.222312e-7,0.000001047963,0.0003594689,0.000001457485,0.00006793384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07697701,"threshold_uncertainty_score":0.1548606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306447559551215,"score_gpt":0.2099984727715307,"score_spread":0.1793537168164092,"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."}}