{"id":"W2094351192","doi":"10.3402/tellusa.v66.23929","title":"Impact of partly ice-free Lake Ladoga on temperature and cloudiness in an anticyclonic winter situation – a case study using a limited area model","year":2014,"lang":"en","type":"article","venue":"Tellus A Dynamic Meteorology and Oceanography","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Climatology; Environmental science; Anticyclone; Cloud cover; Data assimilation; Numerical weather prediction; Greenland ice sheet; Geology; Physical geography; Meteorology; Glacier; Geography; Cloud computing","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":[0.0002803053,0.0006549865,0.00056636,0.0003441604,0.0006601274,0.00113152,0.0007757399,0.001345056,0.001128269],"category_scores_gemma":[0.0008770503,0.0003808714,0.000748561,0.0003869728,0.0005211855,0.0006050556,0.0007035013,0.0005594242,0.00008381809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337654,"about_ca_system_score_gemma":0.0008625158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1023211,"about_ca_topic_score_gemma":0.05849637,"domain_scores_codex":[0.9998627,0.00004287644,0.00001018329,0.000030417,0.00001235183,0.00004144419],"domain_scores_gemma":[0.9995591,0.0002131981,0.00005300604,0.00003375341,0.00004999308,0.00009081648],"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":[0.000223224,0.0001707955,0.02892603,0.00003561665,0.00008496173,0.0007372075,0.00009420232,0.9648319,0.002814119,0.0004059063,0.0002654147,0.001410536],"study_design_scores_gemma":[0.00007863406,0.00008367775,0.009956644,0.000006356177,0.00004445155,0.00003090472,0.00009305089,0.9888437,0.000562328,0.0001150986,0.0001694695,0.00001583011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985494,0.00003998925,0.0003903525,0.00007243452,0.000005439899,0.000008307213,0.0001750404,0.00002941401,0.0007296309],"genre_scores_gemma":[0.9993129,0.00002714615,0.0002879244,0.000009424743,0.000002961249,0.000007241082,0.0001252361,0.000007368789,0.0002197611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023211,"threshold_uncertainty_score":0.203451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02866136084841926,"score_gpt":0.2753626060161732,"score_spread":0.2467012451677539,"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."}}