{"id":"W16519370","doi":"","title":"High-Resolution Modeling of Canadian Rockies Snow Pack as part of the Canadian Land Data Assimilation System (CaLDAS)","year":2009,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snow; Data assimilation; Geology; Remote sensing; High resolution; Physical geography; Geography; Meteorology","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":[0.0004792397,0.0006865937,0.0005106895,0.0007143599,0.002092888,0.001367098,0.00182501,0.0007648166,0.002537553],"category_scores_gemma":[0.001125473,0.0005913301,0.0007753363,0.001738944,0.0005228868,0.0008895018,0.0005486361,0.001033982,0.000495966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01527863,"about_ca_system_score_gemma":0.02668792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902636,"about_ca_topic_score_gemma":0.9917568,"domain_scores_codex":[0.9996774,0.00002214152,0.00001167958,0.00006056119,0.0001348009,0.00009342148],"domain_scores_gemma":[0.9993914,0.00003022124,0.00002765766,0.0000313975,0.0004447537,0.00007454577],"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":[0.0001868025,0.0001855987,0.04729386,0.0001057817,0.0002628074,0.0001162039,0.0002811315,0.8987982,0.00501596,0.002749361,0.01786518,0.02713918],"study_design_scores_gemma":[0.00009784389,0.0000138013,0.05303174,0.00001902207,0.00005625737,0.00001442355,0.0001080964,0.9397612,0.001219327,0.000363746,0.005252362,0.00006219211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421889,0.0009519399,0.01358768,0.001927179,0.000332438,0.0001745769,0.02286065,0.001645396,0.01633127],"genre_scores_gemma":[0.9798951,0.000302648,0.008647266,0.0001160304,0.00002920167,0.00004400402,0.007294371,0.0001513309,0.003520114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01527863,"threshold_uncertainty_score":0.1108547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0731918494387173,"score_gpt":0.2357427804190988,"score_spread":0.1625509309803815,"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."}}