{"id":"W4379016683","doi":"10.34133/olar.0013","title":"A Review of Arctic–Subarctic Ocean Linkages: Past Changes, Mechanisms, and Future Projections","year":2023,"lang":"en","type":"review","venue":"Ocean-Land-Atmosphere Research","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Norsk Polarinstitutt; Norges Forskningsråd; Natural Science Foundation of Shandong Province; Bundesministerium für Bildung und Forschung; National Natural Science Foundation of China; Deutsche Forschungsgemeinschaft; Natural Sciences and Engineering Research Council of Canada; European Commission; National Science Foundation","keywords":"Subarctic climate; Arctic; Arctic dipole anomaly; Oceanography; Arctic sea ice decline; Sea ice; Arctic geoengineering; Climatology; Environmental science; Inflow; Arctic ecology; Deep ocean water; Geology; Arctic ice pack; Thermohaline circulation; Antarctic sea ice","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409602,0.001026823,0.00119419,0.004345995,0.0003252724,0.0016781,0.0008889308,0.0007367202,0.004027297],"category_scores_gemma":[0.00262187,0.0004515856,0.001526722,0.008358181,0.000344796,0.001990781,0.0007459241,0.0008912536,0.0008061366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282394,"about_ca_system_score_gemma":0.004793943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007182684,"about_ca_topic_score_gemma":0.009289198,"domain_scores_codex":[0.9995838,0.00007177314,0.0001246395,0.00009227584,0.00008901781,0.00003854671],"domain_scores_gemma":[0.9982616,0.0007338173,0.000457284,0.00003749697,0.0004098031,0.00009992863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000135369,0.00004987127,0.004973496,0.1006674,0.0009170014,0.0003126341,0.0002677184,0.00213979,0.0008920219,0.004796757,0.03350377,0.8513443],"study_design_scores_gemma":[0.00002192402,0.0001711759,0.01922932,0.06136816,0.002669963,0.001127649,0.0003960806,0.0006364071,0.000495304,0.00365553,0.9101505,0.00007797872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004875402,0.9976887,0.0002184399,0.0005401745,0.0002157238,0.000005682129,0.0002154588,0.00001368315,0.0006146026],"genre_scores_gemma":[0.001446344,0.9978297,0.0002088942,0.0001632312,0.0001233098,0.000006161686,0.0001171527,0.000002038305,0.0001031753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007182684,"threshold_uncertainty_score":0.01428175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07452711416739914,"score_gpt":0.3437596960666661,"score_spread":0.269232581899267,"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."}}