{"id":"W2726050984","doi":"10.1175/jcli-d-16-0586.1","title":"Preconditioning of the Weddell Sea Polynya by the Ocean Mesoscale and Dense Water Overflows","year":2017,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Australian Research Council; National Aeronautics and Space Administration; U.S. Department of Energy; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Geology; Stratification (seeds); Convection; Mesoscale meteorology; Climatology; Sea ice; Oceanography; Eddy; Convective mixing; Thermohaline circulation; Meteorology; Turbulence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004197579,0.00006986318,0.0001323086,0.000006531353,0.0005206281,0.0001198403,0.0003376628,0.00002932803,0.0003184309],"category_scores_gemma":[0.00003578709,0.00002799152,0.00007188391,0.00002677125,0.000204041,0.0003281519,0.00002638574,0.0001338978,0.000003686606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.831788e-7,"about_ca_system_score_gemma":0.00001837631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006963031,"about_ca_topic_score_gemma":0.00006190656,"domain_scores_codex":[0.9993286,0.00003842962,0.0002254583,0.00006064574,0.0001859759,0.0001608892],"domain_scores_gemma":[0.9993158,0.00006654944,0.0003651187,0.0001522298,0.00004762088,0.00005266023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003887143,0.000009717879,0.9923514,0.00002874918,0.00003055485,0.000003006966,0.0002592237,0.0001382091,0.00009657405,0.000006270503,0.002460626,0.004576852],"study_design_scores_gemma":[0.0004851369,0.0001536255,0.9848841,0.000110103,0.00008260558,0.0002005612,0.0003907365,0.001170579,0.004783021,0.001442862,0.006186963,0.0001096739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994011,0.001229165,0.000008865049,0.001165698,0.000244038,0.00003787053,0.00004036504,0.000002313444,0.003260654],"genre_scores_gemma":[0.998548,0.0009738582,0.00008143737,0.0001567431,0.00007504197,2.902343e-8,0.000001784736,0.000002091134,0.0001610449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007467211,"threshold_uncertainty_score":0.4004303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006314416445867371,"score_gpt":0.2036480181785661,"score_spread":0.1973336017326987,"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."}}