{"id":"W4411454993","doi":"10.1029/2025gl116307","title":"Fingerprints of AMOC Decline Are Sensitive to External and Mechanistic Forcing","year":2025,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate variability and models","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero dell'Università e della Ricerca; National Science Foundation","keywords":"Forcing (mathematics); Climatology; Buoyancy; Environmental science; Climate model; Geology; Sea surface temperature; Climate change; Atmospheric sciences; Oceanography; Physics; Mechanics","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":[0.0008519175,0.0002222216,0.0003278052,0.0004954547,0.0002268913,0.0008659274,0.0002419289,0.0002477142,0.001104309],"category_scores_gemma":[0.004725626,0.0001970676,0.0003995358,0.0002879718,0.0003836347,0.0006679214,0.0007377692,0.0004370779,0.0001202873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237164,"about_ca_system_score_gemma":0.0001825404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002498864,"about_ca_topic_score_gemma":0.001562063,"domain_scores_codex":[0.9997875,0.00004634325,0.00002049503,0.00006880775,0.00002975672,0.00004708962],"domain_scores_gemma":[0.9984459,0.0006229429,0.0002628689,0.000332176,0.0001503383,0.0001857002],"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":[0.0005284296,0.0001485559,0.8297751,0.00009376577,0.0003786831,0.0002621908,0.0002548896,0.1009517,0.04970168,0.001544067,0.0007062995,0.01565469],"study_design_scores_gemma":[0.0000253903,0.000168591,0.7787178,0.00001576763,0.00005592207,0.00009829437,0.0001696707,0.2115598,0.007440113,0.00101652,0.0006973197,0.00003475136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975376,0.00003410055,0.001200108,0.00003527548,0.000005706018,0.000006527436,0.0001928074,0.0000681774,0.0009197088],"genre_scores_gemma":[0.9996069,0.00001075725,0.0001268871,0.000008619848,0.000002310165,0.000003224878,0.0001765888,0.00001080657,0.00005393409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002498864,"threshold_uncertainty_score":0.004968643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194879758233629,"score_gpt":0.3278406267824928,"score_spread":0.2958918292001566,"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."}}