{"id":"W4226007757","doi":"10.5194/os-18-51-2022","title":"Arctic sea level variability from high-resolution model simulations and implications for the Arctic observing system","year":2022,"lang":"en","type":"article","venue":"Ocean science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020; National Natural Science Foundation of China","keywords":"Climatology; Arctic; Arctic sea ice decline; Arctic geoengineering; Environmental science; Sea ice; Oceanography; Arctic ice pack; Hydrography; Geology; Sea ice thickness","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001240559,0.00008811909,0.00008502271,0.00002620878,0.002345098,0.00006940536,0.000508972,0.00002021858,0.0001236215],"category_scores_gemma":[0.0001595958,0.00006561966,0.00002909235,0.0005871647,0.0004047973,0.000229373,0.0005124215,0.0001346582,0.000005485615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132191,"about_ca_system_score_gemma":0.00005042588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140214,"about_ca_topic_score_gemma":0.00003185115,"domain_scores_codex":[0.9987397,0.00007412441,0.0001821584,0.0004476208,0.0002965448,0.000259847],"domain_scores_gemma":[0.9987958,0.0005236015,0.00009116305,0.0004689091,0.00002619989,0.00009432418],"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":[0.000005420565,0.00002699165,0.02456662,0.000008668242,0.000004597535,5.980113e-8,0.0004129622,0.9613405,0.004915734,0.008338748,0.00004026303,0.0003394386],"study_design_scores_gemma":[0.0001232775,0.00001521025,0.1300323,0.000004352742,0.00002660483,0.000002391555,0.0001583066,0.8520529,0.0000298225,0.01739316,0.00007907977,0.0000826011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333097,0.00005012256,0.0634624,0.001657652,0.0001814482,0.0005911001,0.0003807979,0.00003953666,0.0003272668],"genre_scores_gemma":[0.9946762,0.000003071415,0.004983125,0.0001298869,0.00001747575,0.00003651149,0.00001622348,0.000007253403,0.0001302102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092876,"threshold_uncertainty_score":0.9989537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04299089809219922,"score_gpt":0.2541640626642616,"score_spread":0.2111731645720623,"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."}}