{"id":"W6997603155","doi":"","title":"Yukon River Basin Streamflow Forecasting System - Advancing, Calibrating, Demonstrating Snow Assimilation and Estimating Ungauged Basin Flow: The Vector-Based MESH Model of the Yukon River Basin","year":2023,"lang":"en","type":"report","venue":"University Library (University of Saskatchewan)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Environment and Climate Change Canada","keywords":"Drainage basin; Streamflow; Snow; Precipitation; Arctic; Glacier; Snowmelt; Structural basin","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001257813,0.0003303813,0.0002503927,0.0002103495,0.0004312583,0.000771574,0.0007807379,0.0004564179,0.001297681],"category_scores_gemma":[0.0003799794,0.0001925643,0.0002942159,0.0004124596,0.0001948109,0.0003744865,0.0003704139,0.0002494227,0.0002153359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225566,"about_ca_system_score_gemma":0.002741156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4719596,"about_ca_topic_score_gemma":0.4650919,"domain_scores_codex":[0.9999527,0.000008163324,0.000004052635,0.00001427729,0.000009343191,0.00001158247],"domain_scores_gemma":[0.999916,0.00001168538,0.000006731281,0.000009448274,0.00004538901,0.00001086757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003668686,0.00002295975,0.0128368,0.00001580308,0.00003094471,0.00004183593,0.00005151604,0.9724663,0.000882423,0.001182454,0.001821438,0.01061091],"study_design_scores_gemma":[0.000006022482,0.000003620607,0.001225761,0.000001883047,0.000003363278,0.000002262949,0.00001758773,0.9981933,0.00007788673,0.0001186286,0.0003463994,0.000003395771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171239,0.0001976057,0.05984586,0.0003920223,0.00008496662,0.0001025973,0.006183991,0.001399921,0.01466912],"genre_scores_gemma":[0.9829836,0.00008388008,0.01311355,0.00002391426,0.000005713792,0.00004562796,0.001584943,0.00004170231,0.002117156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5280404,"threshold_uncertainty_score":0.9384249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219565179926385,"score_gpt":0.2087483404672022,"score_spread":0.1765526886679383,"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."}}