{"id":"W4405417138","doi":"10.5194/cp-20-2719-2024","title":"Surface buoyancy control of millennial-scale variations in the Atlantic meridional ocean circulation","year":2024,"lang":"en","type":"article","venue":"Climate of the past","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Bundesministerium für Bildung und Forschung","keywords":"Zonal and meridional; Buoyancy; Climatology; Thermohaline circulation; Geology; Oceanography; Shutdown of thermohaline circulation; Scale (ratio); Circulation (fluid dynamics); North Atlantic Deep Water; Ocean current; Environmental science; Geography","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":[0.0001019127,0.0001754511,0.0001283689,0.0000883527,0.0001919403,0.0004193778,0.000188974,0.0001825016,0.0005777307],"category_scores_gemma":[0.0003825134,0.00008965924,0.000201565,0.0000657747,0.0002793251,0.0002373859,0.0002343286,0.0002053702,0.00006982608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005045071,"about_ca_system_score_gemma":0.000303464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591015,"about_ca_topic_score_gemma":0.009172535,"domain_scores_codex":[0.9999731,0.000006885837,0.000001699052,0.000006677216,0.000003137303,0.000008567193],"domain_scores_gemma":[0.9999202,0.00001769983,0.00002438237,0.000008175579,0.000009916311,0.00001954185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003876399,0.0001269533,0.1749776,0.00005948716,0.0001955534,0.000266133,0.0001883943,0.6949875,0.1108608,0.007226905,0.0008760829,0.009847011],"study_design_scores_gemma":[0.00004017837,0.00005969291,0.1524482,0.000006718112,0.00002744862,0.00003556041,0.00006141979,0.840703,0.004246358,0.001657004,0.0006937939,0.00002074541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979158,0.00003698233,0.0009413157,0.00006131345,0.000005871433,0.000001301727,0.0000579802,0.00002057068,0.0009588855],"genre_scores_gemma":[0.9998466,0.000009892543,0.00006199313,0.000002688845,9.384521e-7,4.475937e-7,0.00001182398,0.000002316292,0.00006325063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591015,"threshold_uncertainty_score":0.03163511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422897452852952,"score_gpt":0.2410411434709938,"score_spread":0.2268121689424642,"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."}}