{"id":"W1973999518","doi":"10.5194/bg-8-1237-2011","title":"Air-sea CO <sub>2</sub> fluxes on the Bering Sea shelf","year":2011,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Bureau of Ocean Energy Management; National Oceanic and Atmospheric Administration","keywords":"Oceanography; Sink (geography); Seawater; Environmental science; Phytoplankton; Sea ice; Geology; Nutrient; Geography; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007332895,0.0001448406,0.0001104753,0.0001119568,0.0006289911,0.00009337138,0.0005387553,0.00005062209,0.0008429277],"category_scores_gemma":[0.0001263763,0.00007542886,0.00006686117,0.0004275546,0.000549603,0.0002141255,0.00001352387,0.00009741168,0.001060168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002957981,"about_ca_system_score_gemma":0.00006234307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016644,"about_ca_topic_score_gemma":0.0004200898,"domain_scores_codex":[0.9986202,0.0001490962,0.0001597472,0.0003315397,0.0003915567,0.0003479174],"domain_scores_gemma":[0.9991436,0.0003603521,0.00008123872,0.000257968,0.00002615582,0.0001306709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001000053,0.00008183496,0.9168448,0.00001551124,0.00001904294,0.00002013224,0.001016372,0.00005664529,0.008255668,0.001155001,0.005354883,0.06708007],"study_design_scores_gemma":[0.00005902362,0.0002411612,0.8974491,0.0000155225,0.000005846223,0.000007832833,0.0003291516,0.001069882,0.09303167,0.000256902,0.007366587,0.0001673516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820755,0.000231886,0.00002391011,0.0006100999,0.0005083758,0.0001720875,0.0001077793,0.00007272566,0.01619768],"genre_scores_gemma":[0.9988498,0.0001002933,0.0001025197,0.0006897511,0.00009693859,0.00000188341,0.0000157181,0.000002796557,0.0001402846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08477601,"threshold_uncertainty_score":0.9997176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009069954760893,"score_gpt":0.2155934387283997,"score_spread":0.1855027391807907,"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."}}