{"id":"W2913841190","doi":"10.1029/2018jc014526","title":"Subtropical Mode Water and Permanent Pycnocline Properties in the World Ocean","year":2019,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pycnocline; Ocean gyre; Geology; Mode water; Oceanography; Subtropics; Climatology; Stratification (seeds); Southern Hemisphere; Water mass; Northern Hemisphere; Subtropical front; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009647537,0.0001066473,0.0002258085,0.00008837928,0.0001114498,0.0001182774,0.0004209643,0.00003498353,0.0002329962],"category_scores_gemma":[0.00007347083,0.00004590233,0.00007502664,0.0003363812,0.0002861655,0.0003212803,0.000031758,0.0007832432,0.00006598886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000593364,"about_ca_system_score_gemma":0.00007970869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002463082,"about_ca_topic_score_gemma":0.0003703692,"domain_scores_codex":[0.9979289,0.0002430227,0.0002928193,0.0001531407,0.0009274418,0.0004546686],"domain_scores_gemma":[0.999193,0.0003324474,0.00004642732,0.0001340669,0.0001561204,0.0001378981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005097397,0.0002808656,0.9847872,0.0001190887,0.00003735497,0.0001552885,0.002191865,0.0004518561,0.0004055219,0.000480431,0.002213374,0.008367474],"study_design_scores_gemma":[0.0009883979,0.001605728,0.9590089,0.0001715119,0.00001746571,0.00008950902,0.002070256,0.01238627,0.0005022715,0.007007463,0.0159239,0.0002282752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941411,0.0004481355,0.000003523506,0.003575661,0.0000763309,0.0001337908,0.000003007945,0.000004109095,0.001614342],"genre_scores_gemma":[0.9977562,0.0002387335,0.00006083117,0.000207529,0.000258399,1.474963e-7,0.000003563823,0.000003591579,0.001470933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02577819,"threshold_uncertainty_score":0.3402846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066564292392427,"score_gpt":0.2841034760194835,"score_spread":0.2534378330955593,"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."}}