{"id":"W1985019179","doi":"10.1175/jpo-d-13-0213.1","title":"The Representation of Ocean Circulation and Variability in Thermodynamic Coordinates","year":2014,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Climate variability and models","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Tasmania; Natural Environment Research Council; Sight Research UK; Commonwealth Scientific and Industrial Research Organisation; University of Victoria","keywords":"Stream function; Advection; Thermohaline circulation; Climatology; Ocean current; Circulation (fluid dynamics); Geology; Environmental science; Meteorology; Physics; Mechanics; Vorticity; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002418814,0.0002643222,0.0001969436,0.000558821,0.0001621576,0.001265869,0.0003192106,0.0001756007,0.001528913],"category_scores_gemma":[0.0008827876,0.0001353271,0.0002791114,0.000860105,0.0003097863,0.000878419,0.0004241594,0.000324237,0.0003199631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351753,"about_ca_system_score_gemma":0.0004161762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006499929,"about_ca_topic_score_gemma":0.004209793,"domain_scores_codex":[0.9998981,0.00003470251,0.000005939243,0.00002605247,0.00002459608,0.00001064186],"domain_scores_gemma":[0.9998606,0.00003417016,0.00003413911,0.00002944025,0.00003074052,0.00001083667],"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":[0.00007999164,0.00006160107,0.02480821,0.00008918982,0.0001151104,0.0002007427,0.0002460499,0.6660443,0.0115453,0.2266895,0.003712389,0.06640758],"study_design_scores_gemma":[0.00000930493,0.00002579448,0.01118108,0.00001366703,0.00001552825,0.00003315398,0.00003979885,0.9486026,0.00086061,0.03336166,0.005836417,0.00002038811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3604966,0.001569105,0.6120406,0.0009244225,0.0002500708,0.00003820432,0.002909359,0.0009236853,0.02084788],"genre_scores_gemma":[0.9724041,0.0004335155,0.02445254,0.00003107198,0.00009002885,0.00004128757,0.000476115,0.00007403177,0.001997259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006499929,"threshold_uncertainty_score":0.01292419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007817757402920778,"score_gpt":0.2390575446951317,"score_spread":0.2312397872922109,"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."}}