{"id":"W7106246387","doi":"10.5683/sp3/65fxas","title":"Processed Catchment-Averaged Meteorological Forcings from Daymet for Streamflow Monitored Catchments in British Columbia and Transboundary Basins","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Evapotranspiration; Precipitation; Shortwave radiation; Streamflow; Snow; Water cycle; Shortwave; Climate change; Hydrological modelling","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004357234,0.001016057,0.0005831309,0.001878985,0.0009275952,0.001120473,0.001412157,0.0007179214,0.01431047],"category_scores_gemma":[0.001662122,0.0005787706,0.0005211071,0.004222437,0.0002812696,0.0003618911,0.0006597721,0.0008948237,0.0072404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005352052,"about_ca_system_score_gemma":0.01041236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9009518,"about_ca_topic_score_gemma":0.9430129,"domain_scores_codex":[0.9996392,0.00002458286,0.00002018364,0.00008723297,0.0001375133,0.00009134791],"domain_scores_gemma":[0.9985519,0.00007899759,0.00009866735,0.0001881151,0.0009023607,0.0001798986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001774582,0.00007799251,0.02162403,0.0003140252,0.0001538645,0.0001330011,0.0001323058,0.007848927,0.0006739189,0.0006942492,0.957469,0.01070127],"study_design_scores_gemma":[0.000310566,0.00002319131,0.246808,0.0002895343,0.00008378844,0.0001010598,0.0003602591,0.01645255,0.002421037,0.0007720577,0.7322419,0.0001361396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005344781,0.00003752312,0.0001524788,0.00004220713,0.00001759504,0.00001920585,0.9927901,0.0004174752,0.001178679],"genre_scores_gemma":[0.007564076,0.00003390738,0.0004992478,0.00002092018,0.000003691718,0.00007208397,0.9896824,0.00008991672,0.002033752],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0990482,"threshold_uncertainty_score":0.199263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239494531848785,"score_gpt":0.2602130384794555,"score_spread":0.2478180931609677,"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."}}