{"id":"W2557446525","doi":"","title":"Sensitivity of Alpine Snow and Streamflow Regimes to Climate Changes","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Streamflow; Snow; Sensitivity (control systems); Climate change; Environmental science; Climate sensitivity; Climatology; Snowmelt; Meteorology; Climate model; Geography; Geology; Drainage basin; Cartography; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006457199,0.00009157469,0.0001772919,0.00002007019,0.0001520785,0.0000196815,0.0000486687,0.00002865913,0.00003233007],"category_scores_gemma":[0.0002986754,0.00007521195,0.00002149765,0.00009519258,0.00003894204,0.00004378208,0.0000312104,0.00004147572,0.00003039561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001309489,"about_ca_system_score_gemma":0.000004332424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01377844,"about_ca_topic_score_gemma":0.1002203,"domain_scores_codex":[0.9992911,0.00007186944,0.0001220551,0.0001796824,0.0001146092,0.0002206692],"domain_scores_gemma":[0.9992276,0.0004539224,0.00007374147,0.0001240679,0.00004436597,0.00007634135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009777936,0.000004990375,0.9213629,0.00003089361,0.00001031778,0.000001108247,0.0003176296,0.0007540544,0.0001762621,0.00006765948,0.001439811,0.07582461],"study_design_scores_gemma":[0.0001174203,0.000106033,0.9729381,0.00007150655,0.00001395913,0.000002481048,0.0003847305,0.01201796,0.0001698665,0.00003569654,0.01402297,0.000119227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935402,0.0003996182,0.0001649986,0.001209622,0.0001357549,0.00009022131,0.00003523129,0.00002750532,0.004396827],"genre_scores_gemma":[0.9949114,0.0003151564,0.004155341,0.0003516055,0.0001476446,7.838443e-7,0.000017753,0.000003108154,0.00009726286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0864419,"threshold_uncertainty_score":0.9927889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571671926545361,"score_gpt":0.2160948431214938,"score_spread":0.2003781238560401,"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."}}