{"id":"W4390114657","doi":"10.1007/s00382-023-06989-z","title":"A new conceptual model of global ocean heat uptake","year":2023,"lang":"en","type":"article","venue":"Climate Dynamics","topic":"Climate variability and models","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Japan Society for the Promotion of Science; U.S. Department of Energy; Natural Environment Research Council; Sight Research UK; European Research Council; Japan Advanced Institute of Science and Technology","keywords":"Latitude; Zonal and meridional; Climatology; Ocean heat content; Ocean general circulation model; Environmental science; Atmospheric sciences; Forcing (mathematics); General Circulation Model; Geology; Ocean current; Climate change; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004879685,0.0005565517,0.0003949137,0.0003823287,0.0003880807,0.0016389,0.001758039,0.00112841,0.004748417],"category_scores_gemma":[0.0009525919,0.0002828203,0.001016773,0.000612641,0.001120802,0.002372866,0.001201473,0.0009947949,0.00039177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211116,"about_ca_system_score_gemma":0.001040976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004705752,"about_ca_topic_score_gemma":0.002893297,"domain_scores_codex":[0.9998196,0.00005916614,0.000007613377,0.00005599104,0.00003657629,0.00002108612],"domain_scores_gemma":[0.9997906,0.00007008985,0.00002911144,0.00003142145,0.00004608367,0.00003263879],"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":[0.00002527459,0.00001708265,0.0006609186,0.00004148689,0.00003352253,0.00009215529,0.0001057251,0.5834599,0.00131914,0.409808,0.001278899,0.003157872],"study_design_scores_gemma":[0.00003073684,0.00002648334,0.0002070073,0.00000954077,0.00001417853,0.00003053827,0.00003780785,0.9121271,0.0001796193,0.0807011,0.006619779,0.00001614748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1473719,0.0007431698,0.7830811,0.00622904,0.0005309385,0.0001101313,0.00182865,0.0006111621,0.05949397],"genre_scores_gemma":[0.942748,0.0003988097,0.04179654,0.0004552075,0.0002220224,0.0003478911,0.0005015146,0.0001229955,0.01340702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004748417,"threshold_uncertainty_score":0.015885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594413173730055,"score_gpt":0.2566145180920423,"score_spread":0.2306703863547417,"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."}}