{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007038141,0.0001922224,0.0002071824,0.0005656319,0.0002732995,0.00100631,0.0001701117,0.0005767247,0.001347709],"category_scores_gemma":[0.002069391,0.0001914163,0.0004110971,0.000465487,0.0003524064,0.0005294626,0.0004405695,0.0003426993,0.000182002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006687603,"about_ca_system_score_gemma":0.0002021641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01829392,"about_ca_topic_score_gemma":0.01330888,"domain_scores_codex":[0.9997731,0.00008625908,0.00001617945,0.00004882495,0.0000298164,0.00004585005],"domain_scores_gemma":[0.9990313,0.0004613991,0.0001966441,0.00009065105,0.0001094356,0.0001106331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000811691,0.0001347561,0.9433061,0.00005370839,0.0004512999,0.000234883,0.0003293875,0.02597905,0.01728474,0.0004330947,0.0008038895,0.01017731],"study_design_scores_gemma":[0.0000154027,0.00004728609,0.9871694,0.000005309721,0.00002780151,0.00004337346,0.00008726055,0.01111422,0.0008656833,0.0001636204,0.000452807,0.000007769078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987084,0.0000777415,0.0000814306,0.0001238807,0.000006345339,0.000002546099,0.0003524531,0.00001295432,0.0006343597],"genre_scores_gemma":[0.9994209,0.00006484948,0.00003878452,0.0000308898,0.00001136859,0.000002171675,0.0003088884,0.000003818958,0.0001184268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829392,"threshold_uncertainty_score":0.03637487,"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."}}