{"id":"W3178779534","doi":"10.1007/s00382-021-05872-z","title":"Global oscillatory modes in high-end climate modeling and reanalyses","year":2021,"lang":"en","type":"article","venue":"Climate Dynamics","topic":"Climate variability and models","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algorithm; Atmosphere (unit); Geopotential; Geopotential height; Geology; Climatology; Meteorology; Physics; Computer science","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":[0.0009302842,0.0002950235,0.000181096,0.0004549877,0.0001965165,0.0008247002,0.0003100824,0.0003594538,0.001242015],"category_scores_gemma":[0.002766063,0.0001894755,0.0005136805,0.0009251517,0.0001782528,0.000534463,0.0004673977,0.0003897114,0.0003163853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004143536,"about_ca_system_score_gemma":0.0005417314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03808564,"about_ca_topic_score_gemma":0.03023382,"domain_scores_codex":[0.9997799,0.00008087094,0.00002099575,0.00005395341,0.00004613806,0.00001816939],"domain_scores_gemma":[0.9995233,0.0001596606,0.00005748949,0.0001093324,0.0001201164,0.00003019414],"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":[0.0001790138,0.00009432282,0.1544827,0.00009234915,0.00034328,0.0001318989,0.0001960567,0.7699273,0.00331371,0.007489915,0.01609962,0.04764988],"study_design_scores_gemma":[0.00005824535,0.00002098561,0.09054305,0.00002953147,0.00006260099,0.00001908096,0.0000630912,0.8943754,0.001374375,0.005045799,0.008369876,0.00003800605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351822,0.0007069297,0.03661535,0.001208644,0.0001703103,0.00004618471,0.01484988,0.002359809,0.008860643],"genre_scores_gemma":[0.97846,0.0002701393,0.01093901,0.00006006642,0.00006061147,0.00005441183,0.00846426,0.0002578272,0.001433527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03808564,"threshold_uncertainty_score":0.07572794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552361585989364,"score_gpt":0.2520384175534512,"score_spread":0.2365148016935576,"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."}}