{"id":"W2141242599","doi":"10.1175/jpo-d-12-065.1","title":"Coupled Sea Ice–Ocean-State Estimation in the Labrador Sea and Baffin Bay","year":2012,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration; Oak Ridge Associated Universities; National Science Foundation","keywords":"Sea ice; Sea ice thickness; Climatology; Sea ice concentration; Geology; Arctic ice pack; Antarctic sea ice; Drift ice; Cryosphere; Oceanography","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":[0.0006434454,0.0001209926,0.0002037259,0.0001282827,0.0001026742,0.0000529125,0.0001766335,0.00003008466,0.00003674376],"category_scores_gemma":[0.00003281023,0.00007098181,0.0001287747,0.0003977471,0.0001218042,0.0006125011,0.000007992217,0.0003106937,0.00001021451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003173879,"about_ca_system_score_gemma":0.0000219451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005374262,"about_ca_topic_score_gemma":0.00003733768,"domain_scores_codex":[0.9989167,0.0001147108,0.0002549145,0.00008017124,0.0003582422,0.0002752338],"domain_scores_gemma":[0.999122,0.0004246833,0.0001893563,0.00008530112,0.00004436141,0.000134267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007039368,0.0001363666,0.9787834,0.00002199702,0.00003334443,0.00001361966,0.003187383,0.002146596,0.00001048346,0.0001557364,0.0003201547,0.01512055],"study_design_scores_gemma":[0.0003979317,0.0002224537,0.8854618,0.00003043826,0.00003572145,0.00006336261,0.000598339,0.1109742,0.000008093501,0.001615826,0.0004818985,0.0001099369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978877,0.000273815,0.0008762914,0.0005409386,0.0001312328,0.00007643284,0.00001616635,0.000005750075,0.0001916975],"genre_scores_gemma":[0.9983761,0.0001255037,0.0009219157,0.0003643601,0.0001924282,8.442155e-8,0.00001168916,0.000003352023,0.000004613434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1088276,"threshold_uncertainty_score":0.2894554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007831804722077302,"score_gpt":0.2205458213700519,"score_spread":0.2127140166479746,"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."}}