{"id":"W6888971445","doi":"10.23689/fidgeo-4775","title":"Decomposing Barotropic Transport Variability in a High-Resolution Model of the North Atlantic Ocean","year":2020,"lang":"en","type":"article","venue":"FID-GEO SUB","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barotropic fluid; Advection; Momentum (technical analysis); Gulf Stream; Stream function; Mean flow; Flux (metallurgy); Forcing (mathematics); Eddy","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":[0.0003964709,0.0003989418,0.0003902602,0.0002542941,0.0004434312,0.000773309,0.0007363671,0.0006261423,0.0009390304],"category_scores_gemma":[0.00095592,0.0004710448,0.000621389,0.0002200851,0.0002874216,0.0006069604,0.0004667041,0.0008312042,0.0001456962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008004096,"about_ca_system_score_gemma":0.001197308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04170132,"about_ca_topic_score_gemma":0.02602896,"domain_scores_codex":[0.9999257,0.00002330514,0.000006416815,0.00001490407,0.00001784641,0.00001177382],"domain_scores_gemma":[0.9997618,0.0001089716,0.0000392131,0.00002789108,0.00003500892,0.00002715518],"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":[0.00002841262,0.00002503882,0.002565332,0.00001036669,0.00002909694,0.00003500772,0.00001975882,0.9907092,0.002118689,0.0007168067,0.0001059047,0.003636352],"study_design_scores_gemma":[0.000002430631,0.00000480324,0.0001929551,3.748894e-7,0.00000200729,0.000001188963,0.000001620983,0.9995995,0.00005928703,0.00009656394,0.00003774548,0.000001531304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7805531,0.0001857888,0.2145264,0.0003263106,0.00004854816,0.00005985146,0.0006239804,0.001063957,0.002611993],"genre_scores_gemma":[0.9649082,0.0001044506,0.03278655,0.00004933384,0.0000307843,0.00009537247,0.0004719432,0.00009125596,0.001462135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04170132,"threshold_uncertainty_score":0.08291715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175889911634243,"score_gpt":0.1731332077790974,"score_spread":0.1613743086627549,"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."}}