{"id":"W7035083514","doi":"","title":"Yukon River Basin Streamflow Forecasting System - Vector-Based MESH Model Setup for Yukon River Basin","year":2023,"lang":"en","type":"report","venue":"University Library (University of Saskatchewan)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Environment and Climate Change Canada","keywords":"Drainage basin; Streamflow; Precipitation; Arctic; Glacier; Snow; Hydrology (agriculture); Snowmelt; Permafrost","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":[0.0001713157,0.0005255548,0.0004138985,0.0002831695,0.0005386616,0.0008320116,0.001386243,0.0007502417,0.007635674],"category_scores_gemma":[0.0006349264,0.0003052593,0.0004713673,0.000628956,0.0002139569,0.0006242201,0.0003756115,0.0006257987,0.001148285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001998565,"about_ca_system_score_gemma":0.002684108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3849809,"about_ca_topic_score_gemma":0.3593155,"domain_scores_codex":[0.9998984,0.00001883137,0.00001027412,0.00003300403,0.00002019144,0.00001930799],"domain_scores_gemma":[0.9997585,0.00003455019,0.00001260422,0.00002817754,0.0001455132,0.00002052489],"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":[0.00005836478,0.00004049509,0.00476616,0.00003747105,0.00003149174,0.00005280044,0.00003533864,0.9824073,0.0006194194,0.001116502,0.006151791,0.004682897],"study_design_scores_gemma":[0.00003475874,0.00001078092,0.001612656,0.000005750876,0.000007180613,0.000005336316,0.00002867013,0.9954433,0.0002374634,0.0002905187,0.002312382,0.00001122002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7468542,0.000325415,0.06665853,0.0008031589,0.0003351946,0.0006346634,0.1203165,0.007486562,0.05658581],"genre_scores_gemma":[0.9383217,0.0001451951,0.020514,0.00006954119,0.0000141088,0.0003888233,0.03311723,0.0002029043,0.007226449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6150191,"threshold_uncertainty_score":0.76548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.075688578107709,"score_gpt":0.1884014157154371,"score_spread":0.1127128376077281,"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."}}