{"id":"W2035859844","doi":"10.1029/2010jc006854","title":"Toward a universal relationship between wind speed and gas exchange: Gas transfer velocities measured with<sup>3</sup>He/SF<sub>6</sub>during the Southern Ocean Gas Exchange Experiment","year":2011,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Meteorology; Environmental science; Atmospheric sciences; Physics","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":[0.0003243502,0.000277496,0.0001870344,0.0002366134,0.0001200026,0.0003046644,0.0002355763,0.0004228274,0.0005791053],"category_scores_gemma":[0.00112459,0.0002466828,0.000170208,0.0002409287,0.0002773651,0.0003895916,0.0002439984,0.0003797068,0.0001564783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565136,"about_ca_system_score_gemma":0.0001468396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003366574,"about_ca_topic_score_gemma":0.003804679,"domain_scores_codex":[0.9998859,0.00001740204,0.00001009388,0.00004392163,0.00002629372,0.00001625544],"domain_scores_gemma":[0.9995704,0.0001731347,0.00008338129,0.00004814651,0.00009597494,0.00002893636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005625932,0.00009284527,0.6528397,0.00008754448,0.00006927459,0.0001851416,0.0002622751,0.00495295,0.3288566,0.0002089772,0.0001741922,0.01170792],"study_design_scores_gemma":[0.00002360497,0.0001751858,0.9410301,0.00001173167,0.00002569602,0.00008839736,0.0001661084,0.02179792,0.03622921,0.0001129497,0.0003209902,0.00001807341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969657,0.00007278286,0.002202106,0.00002866494,0.000005517138,0.000008215229,0.0001409004,0.00004221112,0.0005340264],"genre_scores_gemma":[0.9983141,0.00003557043,0.001401202,0.00001197528,0.00000215362,0.000006568056,0.0001360444,0.000008840789,0.00008350027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003366574,"threshold_uncertainty_score":0.0066939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06598051127757301,"score_gpt":0.264049539449363,"score_spread":0.19806902817179,"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."}}