{"id":"W2007888471","doi":"10.1029/2009jc005990","title":"Upper ocean bubble measurements from the NE Pacific and estimates of their role in air‐sea gas transfer of the weakly soluble gases nitrogen and oxygen","year":2010,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Bubble; Atmosphere (unit); Atmospheric sciences; Flux (metallurgy); Nitrogen; Environmental science; Meteorology; Physics; Materials science; Mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009501885,0.0001903634,0.00008842308,0.000260279,0.0002822173,0.0001780002,0.0001633969,0.0001337585,0.0008103541],"category_scores_gemma":[0.0002829843,0.0001362586,0.00008952947,0.000191214,0.0001251949,0.0002607159,0.0002975313,0.0002468412,0.00006078661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341595,"about_ca_system_score_gemma":0.0002779075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08551126,"about_ca_topic_score_gemma":0.1684929,"domain_scores_codex":[0.9999528,0.00000303189,0.000001799419,0.00000919491,0.00002312381,0.00001004345],"domain_scores_gemma":[0.9998294,0.00003741758,0.00003250521,0.00000697055,0.00005773839,0.00003599148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005310649,0.00008958171,0.7732634,0.0001220783,0.00007378825,0.0004194606,0.0009950466,0.002174458,0.1764824,0.0002621558,0.0006750465,0.04491147],"study_design_scores_gemma":[0.00001118396,0.0001163638,0.97931,0.00001089976,0.00003120667,0.0001890478,0.0002138585,0.006451951,0.01250962,0.00004426548,0.001098589,0.00001307303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985554,0.00006768932,0.0003980998,0.000008573089,0.000001748864,0.000004797546,0.0002407936,0.00001729661,0.0007056306],"genre_scores_gemma":[0.997357,0.0001167916,0.001318703,0.000007579003,0.00000277172,0.00001177958,0.0006473167,0.000004978245,0.0005330708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08551126,"threshold_uncertainty_score":0.1700271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168829662003682,"score_gpt":0.2455669051458444,"score_spread":0.2238786085258075,"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."}}