{"id":"W3086245974","doi":"10.5194/egusphere-egu2020-20859","title":"The importance of modelled processes in the evolution of snow cover versus snow mass","year":2020,"lang":"en","type":"article","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Snow; Environmental science; Climatology; Northern Hemisphere; Surface air temperature; Climate change; Representative Concentration Pathways; Snow cover; Precipitation; Cryosphere; Climate model; Forcing (mathematics); Atmospheric sciences; Scale (ratio); Physical geography; Meteorology; Geography; Sea ice; Geology; 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":[0.001067729,0.0004002854,0.0002654071,0.0003118246,0.000269152,0.001464466,0.0006765137,0.0009044791,0.002311963],"category_scores_gemma":[0.004657457,0.0003893122,0.001018706,0.0006071829,0.0005713568,0.00181737,0.0004876207,0.0006081554,0.0003708669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009610901,"about_ca_system_score_gemma":0.0005825703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01738788,"about_ca_topic_score_gemma":0.01158693,"domain_scores_codex":[0.999594,0.0001344558,0.00003741798,0.0001380915,0.00006011211,0.00003597804],"domain_scores_gemma":[0.9985677,0.0008981804,0.0001761902,0.0001882476,0.0001211835,0.00004844939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001751155,0.00005231451,0.108857,0.00008571299,0.0002294974,0.0001310748,0.00008284313,0.874424,0.003611024,0.004618532,0.000727048,0.007005807],"study_design_scores_gemma":[0.00004852373,0.00005214765,0.08305746,0.00003395653,0.00007403975,0.00006795248,0.00009179015,0.907316,0.002676886,0.003892178,0.002640152,0.00004884175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587741,0.0004418792,0.0203342,0.001336516,0.0001282609,0.00006089904,0.004663981,0.0002661207,0.01399402],"genre_scores_gemma":[0.9972608,0.0001106878,0.001155366,0.00005802874,0.00001309735,0.00001515639,0.0006999876,0.00005198955,0.0006347952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01738788,"threshold_uncertainty_score":0.03457332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512688449330875,"score_gpt":0.2254957083247945,"score_spread":0.1903688238314857,"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."}}