{"id":"W3210387745","doi":"10.5194/bg-18-5831-2021","title":"Fast local warming is the main driver of recent deoxygenation in the northern Arabian Sea","year":2021,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK; York University; New York University Abu Dhabi","keywords":"Hindcast; Environmental science; Climatology; Oceanography; Sea surface temperature; Deoxygenation; Period (music); Atmospheric sciences; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005498753,0.00007822882,0.00008375065,0.00001778832,0.0002224193,0.00006236997,0.0004255418,0.00003143061,0.0004930309],"category_scores_gemma":[0.00005460892,0.00003861403,0.00004041384,0.001402774,0.0004219589,0.0001590113,0.00001391084,0.00007623104,0.00001526914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002698683,"about_ca_system_score_gemma":0.000156749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002729107,"about_ca_topic_score_gemma":0.03080012,"domain_scores_codex":[0.9989166,0.00009946666,0.0001654361,0.0002028236,0.0004068551,0.0002088685],"domain_scores_gemma":[0.9995529,0.0001405251,0.0000740827,0.0001421697,0.00005837378,0.00003192391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003100942,0.00001874369,0.8585354,0.000006767395,0.000002653712,0.000007363861,0.001757165,0.0001871096,0.00002069574,0.00004370149,0.0001160961,0.1393012],"study_design_scores_gemma":[0.00007911489,0.0000464509,0.9689816,0.00001462871,0.000006352802,0.00001389295,0.0135639,0.004989695,0.0006477335,0.001025919,0.01054055,0.00009012916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910198,0.00123573,0.0005020634,0.004331455,0.0001839819,0.00008460902,0.00004201881,0.000007511577,0.002592839],"genre_scores_gemma":[0.9983208,0.0004570666,0.0002798705,0.0008437089,0.00003266701,6.81706e-7,0.00001321025,9.507836e-7,0.00005100522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1392111,"threshold_uncertainty_score":0.9868852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505809650406262,"score_gpt":0.2118500865508967,"score_spread":0.196791990046834,"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."}}