{"id":"W4400088536","doi":"10.2139/ssrn.4878238","title":"Assessing Climate Change Impact on Glacier Runoff in the Upper Yukon Watershed: A Comparative Study of Cmip5 and Cmip6 Projections","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Glacier; Watershed; Climate change; Surface runoff; Climatology; Environmental science; Hydrology (agriculture); Physical geography; Geology; Geography; Ecology","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":[0.0006955774,0.0003169197,0.0002369938,0.000655364,0.0004243189,0.001132511,0.0004512403,0.0007101297,0.0008953106],"category_scores_gemma":[0.001446869,0.0001940991,0.0006131136,0.002183201,0.0003677732,0.001005566,0.0004539932,0.0002770511,0.00011212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912069,"about_ca_system_score_gemma":0.002547898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3882258,"about_ca_topic_score_gemma":0.3670469,"domain_scores_codex":[0.9997712,0.00005614854,0.00002129037,0.00005078173,0.00003666451,0.00006388607],"domain_scores_gemma":[0.9994937,0.0001596093,0.00009372857,0.00003558068,0.0001534047,0.0000638032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005777598,0.0001582159,0.9457097,0.0000944436,0.0003241411,0.0003211163,0.0004572566,0.03815195,0.002699972,0.0009242794,0.0005299115,0.01005129],"study_design_scores_gemma":[0.00002528085,0.00006862147,0.9779102,0.000009610714,0.00009612956,0.00003560252,0.0008889824,0.01973823,0.0006776379,0.0001868745,0.0003500871,0.00001282119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990439,0.0000364141,0.0000485353,0.00003859687,0.000001144921,0.000004476186,0.000443911,0.000007650023,0.0003752258],"genre_scores_gemma":[0.9992452,0.0000453737,0.00008918995,0.00000566839,9.79035e-7,0.000002529475,0.0005248382,0.000002341364,0.0000840172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6117742,"threshold_uncertainty_score":0.7719322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06727994907382043,"score_gpt":0.3337918624555999,"score_spread":0.2665119133817795,"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."}}