{"id":"W4285336507","doi":"10.1134/s0001437021060072","title":"On the Mechanisms of Variability of the Atlantic Meridional Overturning Circulation (AMOC)","year":2021,"lang":"en","type":"article","venue":"Oceanology","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Upwelling; Thermohaline circulation; Deep convection; Climatology; Oceanography; Geology; Convection; Ekman transport; Zonal and meridional; Ocean current; Deep sea; Meteorology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003193949,0.0000635578,0.0001253752,0.000006585226,0.00009078808,0.000004757488,0.0001784019,0.00005640152,0.00151181],"category_scores_gemma":[0.0004481771,0.00003381964,0.00006679464,0.0003028444,0.0001596201,0.00003263119,0.00001718435,0.0001002146,0.000003893121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000141638,"about_ca_system_score_gemma":0.00009099646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008200583,"about_ca_topic_score_gemma":0.00006542505,"domain_scores_codex":[0.9992161,0.0002063345,0.0001631981,0.0001372444,0.0001640689,0.0001130634],"domain_scores_gemma":[0.9989055,0.0006875629,0.0001236043,0.0002056775,0.00006212202,0.00001552133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002034203,0.00003168143,0.9256258,0.00003477884,0.00004085254,0.000001986464,0.00008888435,0.001908991,0.00141296,0.06927916,0.0001041489,0.001450412],"study_design_scores_gemma":[0.000111083,0.00005311002,0.8431286,0.0000256109,0.00002372584,0.00001788446,0.000126373,0.005491342,0.004202046,0.1465689,0.0001878133,0.00006357233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939117,0.0001010441,0.002703639,0.0008636538,0.000241859,0.0000532276,0.00001293574,0.000008098268,0.002103782],"genre_scores_gemma":[0.9993535,0.00001843108,0.0002990583,0.0002689906,0.000015647,1.655447e-7,0.00001111426,0.000001386504,0.00003174146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08249722,"threshold_uncertainty_score":0.9994009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008173442088091001,"score_gpt":0.1778943182654228,"score_spread":0.1697208761773318,"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."}}