{"id":"W4392588162","doi":"10.5194/egusphere-egu24-2037","title":"An ensemble reconstruction of ocean temperature, salinity, and the Atlantic Meridional Overturning Circulation 1960–202","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermohaline circulation; Circulation (fluid dynamics); Oceanography; Salinity; Shutdown of thermohaline circulation; Temperature salinity diagrams; Zonal and meridional; Ocean current; Climatology; Geology; Environmental science; North Atlantic Deep Water; 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":[0.0001822706,0.0002414113,0.0002433774,0.000338919,0.000267492,0.0004088963,0.0002137923,0.0003389928,0.001088704],"category_scores_gemma":[0.0007884863,0.0002043441,0.0004911436,0.0003997971,0.0001109701,0.0004721581,0.0002773323,0.0006270231,0.0004025272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002875795,"about_ca_system_score_gemma":0.0007041905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03156987,"about_ca_topic_score_gemma":0.05819469,"domain_scores_codex":[0.9999427,0.00000622366,0.00000259414,0.00001979015,0.00001836026,0.00001034701],"domain_scores_gemma":[0.9998567,0.00001500215,0.00001730571,0.00004924708,0.00004557691,0.00001614652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008274404,0.00009495448,0.1321449,0.00003857622,0.0003125696,0.0002103287,0.0002076048,0.6106636,0.02913997,0.008779142,0.01270607,0.2056195],"study_design_scores_gemma":[0.0000124075,0.00002431596,0.05626552,0.00001660307,0.00004520795,0.00004453725,0.00005873073,0.9273719,0.004325703,0.004390791,0.007406973,0.00003731174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7170689,0.000369807,0.2593836,0.0007355277,0.0003899535,0.00002088043,0.00801021,0.001780761,0.01224026],"genre_scores_gemma":[0.9110562,0.000184894,0.08010904,0.00006372472,0.00007045374,0.00002169366,0.005585058,0.0001385228,0.002770489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03156987,"threshold_uncertainty_score":0.06277221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556653924312099,"score_gpt":0.2667287527584633,"score_spread":0.2411622135153423,"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."}}