{"id":"W2025343504","doi":"10.1029/2009gl040423","title":"Evidence of O<sub>2</sub> consumption in underway seawater lines: Implications for air‐sea O<sub>2</sub> and CO<sub>2</sub> fluxes","year":2010,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Seawater; Environmental science; Environmental chemistry; Oceanography; Atmospheric sciences; Chemistry; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742345,0.0003046537,0.0002107245,0.0002740808,0.0005123575,0.000406287,0.0002794674,0.0004484718,0.0008773701],"category_scores_gemma":[0.000527996,0.0002928427,0.000193718,0.000424968,0.0006672658,0.0005704032,0.0005372918,0.0003669123,0.0001590324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470752,"about_ca_system_score_gemma":0.0002052404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007290858,"about_ca_topic_score_gemma":0.01284801,"domain_scores_codex":[0.9998893,0.00001148833,0.000009639339,0.00003741754,0.00003223963,0.00001995408],"domain_scores_gemma":[0.9994208,0.00004734057,0.0002794702,0.00006651509,0.0001289563,0.00005693332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002167823,0.00002743208,0.7701614,0.0000390416,0.00004084386,0.0003715714,0.000564502,0.0002505663,0.2235022,0.00006235641,0.0000861039,0.004677041],"study_design_scores_gemma":[0.000004364362,0.0001320182,0.9867756,0.000003127295,0.00002158816,0.000164836,0.0005465264,0.0001940355,0.01160136,0.00004880832,0.0005012511,0.000006563328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993578,0.00001959471,0.0001707784,0.00001797553,0.000001474759,0.0000019346,0.00005693293,0.000005963178,0.0003676047],"genre_scores_gemma":[0.9992,0.00003408267,0.0002576055,0.00001828756,0.000002702279,0.000004884406,0.0001354279,0.000006122499,0.0003407568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007290858,"threshold_uncertainty_score":0.01449686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04802419175176881,"score_gpt":0.3021422179022956,"score_spread":0.2541180261505268,"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."}}