{"id":"W3204181115","doi":"10.1175/jcli-d-21-0152.1","title":"Transient Increase in Arctic Deep-Water Formation and Ocean Circulation under Sea Ice Retreat","year":2021,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bjerknessenteret for klimaforskning, Universitetet i Bergen; Trond Mohn stiftelse","keywords":"Sea ice; Geology; Oceanography; Arctic ice pack; Arctic sea ice decline; Climatology; Arctic; Arctic geoengineering; Shutdown of thermohaline circulation; Antarctic sea ice; Drift ice; Lead (geology); North Atlantic Deep Water; Thermohaline circulation; Geomorphology","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":[0.0004440615,0.0003693575,0.0003625389,0.0002308672,0.0003178556,0.0007549641,0.0003516533,0.0006429682,0.001400977],"category_scores_gemma":[0.0009686024,0.0001841459,0.0006046742,0.0002404362,0.0003795233,0.0003958532,0.000377594,0.0005207458,0.0001355665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005553672,"about_ca_system_score_gemma":0.0004435319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01922256,"about_ca_topic_score_gemma":0.0154787,"domain_scores_codex":[0.9998918,0.0000250598,0.000007896426,0.00002826064,0.00001215481,0.00003491244],"domain_scores_gemma":[0.999651,0.00008912607,0.0000624695,0.00003857616,0.00005682122,0.0001020186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001151634,0.0005497364,0.7393066,0.00008264472,0.0005120521,0.0008039617,0.0001914728,0.230123,0.01940591,0.001017943,0.001516168,0.005338826],"study_design_scores_gemma":[0.0001320926,0.0004223905,0.6405988,0.00001826289,0.00009838455,0.000090867,0.000378665,0.3542694,0.002776467,0.0003549964,0.0008179215,0.00004172552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994561,0.00001760291,0.00007281633,0.00003413897,0.000006581548,0.000001255543,0.0001886696,0.00001075718,0.000212134],"genre_scores_gemma":[0.9995789,0.000008261464,0.00006128522,0.000009345516,0.000002544612,0.000001954623,0.0002673351,0.000002309223,0.00006803637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01922256,"threshold_uncertainty_score":0.03822136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009209444530181838,"score_gpt":0.2089688539964035,"score_spread":0.1997594094662217,"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."}}