{"id":"W1899405673","doi":"10.1029/2011jg001849","title":"Carbon and oxygen cycles: Sensitivity to changes in environmental forcing in a coastal upwelling system","year":2011,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Victoria; Dalhousie University","funders":"","keywords":"Upwelling; Biogeochemical cycle; Environmental science; Oceanography; Oxygen minimum zone; Ecosystem; Carbon fibers; Hypoxia (environmental); Forcing (mathematics); Carbon cycle; Climate change; Submarine pipeline; Oxygen; Marine ecosystem; Climatology; Geology; Environmental chemistry; Ecology; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004612012,0.0003672225,0.0003605938,0.0003915359,0.0006061032,0.0008017202,0.0004593324,0.0006074781,0.0006441551],"category_scores_gemma":[0.002502701,0.0003543369,0.0005560287,0.0004084389,0.0005045857,0.0003267976,0.0006833164,0.0004821385,0.00006963656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536114,"about_ca_system_score_gemma":0.000747894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2409567,"about_ca_topic_score_gemma":0.2033093,"domain_scores_codex":[0.9998197,0.00005864523,0.00001587972,0.00003768645,0.00002539286,0.00004278828],"domain_scores_gemma":[0.9991382,0.0003892807,0.000109132,0.0001036289,0.0001405165,0.0001192025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008756155,0.0004487257,0.6019313,0.00008681516,0.0006242418,0.0009413919,0.0003319774,0.3509045,0.03666951,0.000462878,0.0006963973,0.006026797],"study_design_scores_gemma":[0.000181296,0.0003375672,0.6738775,0.00001309367,0.0001318902,0.0001223113,0.0005346898,0.3195816,0.004185693,0.0004915927,0.0004837091,0.00005903493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995024,0.00001320128,0.00008663246,0.00003835115,0.000001634118,0.000006384913,0.0001107815,0.00000873133,0.0002316897],"genre_scores_gemma":[0.9995378,0.00002155739,0.0001484245,0.00001932917,0.000001087232,0.000004192631,0.0001857391,0.000002421396,0.00007949243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2409567,"threshold_uncertainty_score":0.4791083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007823113968779,"score_gpt":0.2447176145380363,"score_spread":0.2146393833983485,"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."}}