{"id":"W2042389542","doi":"10.1002/hyp.6133","title":"Relationship between passive microwave‐derived snowmelt and surface‐measured discharge, Wheaton River, Yukon Territory, Canada","year":2006,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; National Oceanic and Atmospheric Administration; Henry Luce Foundation","keywords":"Snowmelt; Snowpack; Snow; Hydrograph; Special sensor microwave/imager; Geology; Meltwater; Tributary; Drainage basin; Climatology; Environmental science; Brightness temperature; Geomorphology; Brightness; Geography","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0001251498,0.0001675262,0.0001384864,0.0004463888,0.000604141,0.0005433443,0.0003745336,0.0001748375,0.001120531],"category_scores_gemma":[0.0005363566,0.0001250879,0.0001436757,0.001202252,0.0002740418,0.0001968039,0.0002581917,0.0001605587,0.0001174823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005212174,"about_ca_system_score_gemma":0.004632754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9600706,"about_ca_topic_score_gemma":0.981598,"domain_scores_codex":[0.9998785,0.000009454626,0.000009789108,0.00003565767,0.00003046515,0.00003607593],"domain_scores_gemma":[0.999471,0.00006265938,0.00006589801,0.0000194502,0.0002776469,0.0001033428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005087381,0.00001301288,0.9949987,0.00001290185,0.0000384035,0.00007180654,0.0002123959,0.0003763456,0.0007381857,0.00007202094,0.0003919525,0.003023481],"study_design_scores_gemma":[0.000002886109,0.0000054643,0.9985904,0.000004178767,0.000006687535,0.00001940715,0.0003506804,0.000584457,0.00009488135,0.00001035699,0.0003274382,0.000003083787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977608,0.00009588253,0.00007999352,0.00003344802,0.000002161581,0.000005047835,0.001347928,0.000009865958,0.0006648322],"genre_scores_gemma":[0.9977769,0.00007379138,0.00009824556,0.00001212245,8.109809e-7,0.000005291483,0.001232355,0.000002950828,0.0007974544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03992945,"threshold_uncertainty_score":0.08032912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710143559978564,"score_gpt":0.206044728503286,"score_spread":0.1789432929035004,"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."}}