{"id":"W4386544870","doi":"10.1007/s00376-023-3004-y","title":"Arctic Sea Level Variability from Oceanic Reanalysis and Observations","year":2023,"lang":"en","type":"article","venue":"Advances in Atmospheric Sciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climatology; Arctic; Ocean gyre; Arctic sea ice decline; Sea level; Environmental science; Arctic dipole anomaly; Arctic oscillation; Oceanography; Arctic geoengineering; Canada Basin; Sea ice; Geology; Arctic ice pack; Northern Hemisphere; Subtropics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023076,0.0001451399,0.0002127861,0.00001790199,0.0003987908,0.00007439631,0.0003593302,0.00004716322,0.0005947486],"category_scores_gemma":[0.0005047891,0.0001163923,0.00004405908,0.002385589,0.0006249652,0.0009494484,0.00004131829,0.0001290136,0.00007065408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000136883,"about_ca_system_score_gemma":0.00008513229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005543158,"about_ca_topic_score_gemma":0.004090286,"domain_scores_codex":[0.9982873,0.0001144311,0.0002871159,0.0005268359,0.0003899889,0.000394347],"domain_scores_gemma":[0.9982933,0.001267241,0.00009606122,0.0002122034,0.00003409358,0.00009705919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005349952,0.000008010955,0.9495519,0.00001005725,0.000006362979,0.000005436633,0.0002048179,0.01651503,0.000002037938,0.0004042544,0.00001431877,0.03327244],"study_design_scores_gemma":[0.00009093885,0.0000299455,0.710349,0.00001751688,0.00001218712,0.000001847209,0.0009447365,0.257433,7.409409e-7,0.03044449,0.0005537392,0.0001218252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936194,0.0006257418,0.001837453,0.0005823682,0.0003499514,0.000112818,0.00008701577,0.00007988481,0.002705317],"genre_scores_gemma":[0.9658077,0.002133487,0.0315325,0.000243888,0.00005053622,0.000002218794,0.00006826712,0.000002708041,0.0001586375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.240918,"threshold_uncertainty_score":0.8379635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308919659481179,"score_gpt":0.2530635545930924,"score_spread":0.2221715886449745,"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."}}