{"id":"W2061842378","doi":"10.1029/2005gl023861","title":"Arctic Ocean change heralds North Atlantic freshening","year":2005,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Thermohaline circulation; Oceanography; Arctic dipole anomaly; North Atlantic Deep Water; Archipelago; Arctic; Geology; North Atlantic oscillation; Arctic ice pack; Climatology; Drift ice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004223465,0.0001853981,0.0002080653,0.0001501718,0.0004839868,0.0001223438,0.0004688816,0.00005366243,0.0009543627],"category_scores_gemma":[0.0001269773,0.0001534627,0.0001133558,0.0005385586,0.0003836258,0.0004721675,0.00006127486,0.0008017244,0.002405555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003200958,"about_ca_system_score_gemma":0.00004243556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01235902,"about_ca_topic_score_gemma":0.002317113,"domain_scores_codex":[0.9970096,0.0002127848,0.0002061202,0.0004279384,0.001008218,0.001135389],"domain_scores_gemma":[0.9986931,0.000520079,0.00004008981,0.000319788,0.00008249943,0.0003444525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007773617,0.00005822093,0.9553043,0.00005505162,0.00003641926,0.000106195,0.00107008,0.0004550966,0.00008143288,0.0001674504,0.004207595,0.03838038],"study_design_scores_gemma":[0.0003268999,0.0001457323,0.9645442,0.00004293903,0.00001099237,0.00001392164,0.0001355666,0.02112876,0.000006566619,0.0003292909,0.01304963,0.0002654763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830003,0.00003618485,0.00008280842,0.01583298,0.0001267205,0.0002417699,0.00001846465,0.00006148584,0.0005992684],"genre_scores_gemma":[0.99226,0.00004963482,0.0007224822,0.004644391,0.00188829,0.000003196232,0.000142912,0.00001059279,0.0002785028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03811491,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03980841355939079,"score_gpt":0.2724100164421643,"score_spread":0.2326016028827735,"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."}}