{"id":"W3126446718","doi":"10.3389/fmars.2021.626411","title":"Variation and Change of Upwelling Dynamics Detected in the World’s Eastern Boundary Upwelling Systems","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute; National Research Foundation","keywords":"Upwelling; Climatology; Sea surface temperature; Oceanography; Geology; Environmental science; Atmospheric sciences","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000895742,0.00008621542,0.0001454946,0.0001188069,0.0001309303,0.0001374825,0.0002995734,0.00002733056,0.00001913086],"category_scores_gemma":[0.00006767872,0.00006643491,0.00001356121,0.002693791,0.0002963983,0.0004128457,0.00004020086,0.0001335448,7.10522e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009974024,"about_ca_system_score_gemma":0.0001152563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483695,"about_ca_topic_score_gemma":0.003726836,"domain_scores_codex":[0.9988893,0.0000676655,0.0002211361,0.000260585,0.0003147749,0.0002465614],"domain_scores_gemma":[0.9996013,0.00007036058,0.00009081756,0.0001406797,0.0000571155,0.00003973984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007614051,0.000008973597,0.9656115,0.00004829172,0.000001819832,0.00001165666,0.0008407904,0.001258454,0.000004897589,0.00004696318,0.000003579729,0.03215551],"study_design_scores_gemma":[0.0000899432,0.00001547648,0.6710576,0.00004540974,0.000003497392,0.000004775974,0.00135816,0.3264383,0.00001020094,0.000842132,0.00006952296,0.00006501066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886276,0.001673577,0.007125912,0.0001199631,0.0008363147,0.0001572506,0.000006945976,0.00001135147,0.001441068],"genre_scores_gemma":[0.9849074,0.0002930356,0.0146089,0.0000527146,0.00003779726,0.000001483255,0.00001210322,0.000001742854,0.00008485203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251798,"threshold_uncertainty_score":0.2709137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001605172202731,"score_gpt":0.1975680914332371,"score_spread":0.1875520397112098,"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."}}