{"id":"W2170460401","doi":"10.1007/s00382-005-0095-3","title":"Evaluation of an ensemble of Arctic regional climate models: spatiotemporal fields during the SHEBA year","year":2006,"lang":"en","type":"article","venue":"Climate Dynamics","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Climatology; Climate model; Geopotential height; Environmental science; Cloud cover; Arctic; Shortwave radiation; Geopotential; Forcing (mathematics); Baroclinity; Climate change; Meteorology; Atmospheric sciences; Geology; Radiation; Cloud computing; Geography; Precipitation; 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":[0.00115646,0.0001273167,0.0001848142,0.00006046789,0.0001743783,0.00002030589,0.0002194609,0.00009068464,0.0001801413],"category_scores_gemma":[0.00002491004,0.00009746283,0.00008049071,0.0001487403,0.0001620458,0.0002783158,0.00002451323,0.0001350133,0.000008768822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002743196,"about_ca_system_score_gemma":0.00007508454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002709104,"about_ca_topic_score_gemma":0.008036268,"domain_scores_codex":[0.998346,0.0001439349,0.0003902915,0.0001954348,0.0006305285,0.0002937508],"domain_scores_gemma":[0.9990683,0.00009511138,0.0002573846,0.000296792,0.0002414283,0.00004097775],"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":[0.0001702527,0.00009085365,0.3259532,0.0002404126,0.00003104125,0.000003309925,0.0003889696,0.65766,0.00002594164,0.006925414,0.000009074458,0.008501469],"study_design_scores_gemma":[0.0002774985,0.00006052643,0.2303351,0.00003188577,0.00006897454,0.000010926,0.0005501086,0.7571799,0.00001112712,0.01138279,0.000002274626,0.00008885541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939081,0.00005601725,0.0008255012,0.0001126825,0.0001324034,0.0001826826,0.0001820618,0.00001905003,0.004581493],"genre_scores_gemma":[0.9981778,0.0001439843,0.001021086,0.00002848679,0.00006443349,0.000001497467,0.0005328627,0.000006936823,0.00002293987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09951988,"threshold_uncertainty_score":0.4484426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316929581094552,"score_gpt":0.2344039904967296,"score_spread":0.2112346946857841,"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."}}