{"id":"W3018421187","doi":"10.1029/2020gl087669","title":"River Inflow Dominates Methane Emissions in an Arctic Coastal System","year":2020,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Calgary; University of British Columbia","funders":"Marine Environmental Observation Prediction and Response Network; Nunavut Arctic College; Arctic Institute of North America; Polar Knowledge Canada; Natural Sciences and Engineering Research Council of Canada; Woods Hole Oceanographic Institution; National Aeronautics and Space Administration; National Defense Science and Engineering Graduate; Killam Trusts; U.S. Department of Defense","keywords":"Estuary; Bay; Environmental science; Greenhouse gas; Methane; Hydrology (agriculture); Carbon dioxide; Arctic ice pack; Inflow; Oceanography; Arctic; Discharge; Sea ice; Melt pond; Cryosphere; Atmospheric sciences; Geology; Drift ice; Drainage basin","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":[0.0001355744,0.0001976965,0.0001822583,0.0004674334,0.0007367546,0.0009059065,0.0001647998,0.0001850667,0.0007244764],"category_scores_gemma":[0.0003507833,0.0001711002,0.0001105089,0.0006343485,0.0002343632,0.0002076256,0.0003697526,0.0001425338,0.0001157793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926944,"about_ca_system_score_gemma":0.001238647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4625302,"about_ca_topic_score_gemma":0.6258116,"domain_scores_codex":[0.9999323,0.000008236108,0.000004272612,0.00001588559,0.00001583312,0.00002345253],"domain_scores_gemma":[0.9998061,0.00002188617,0.00003653504,0.000008528853,0.00007971254,0.00004711996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001387932,0.00003833415,0.9871977,0.0000138678,0.00003973331,0.0002928093,0.0003789123,0.001252382,0.006689125,0.00008993749,0.0003869597,0.00348141],"study_design_scores_gemma":[0.000005155131,0.00001702104,0.99571,0.000006028084,0.00001922647,0.00004132335,0.0006296613,0.002280818,0.0006164472,0.00002426026,0.0006443338,0.000005655203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991725,0.00002492341,0.00002071203,0.00002192555,0.000002208941,0.000001142882,0.0002506807,0.000005163337,0.0005007269],"genre_scores_gemma":[0.9994042,0.00003754584,0.00004803807,0.000009571398,0.000002571281,0.000001302852,0.0002751307,0.000002130679,0.0002194128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4625302,"threshold_uncertainty_score":0.9196759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345392115278885,"score_gpt":0.2827642594949218,"score_spread":0.249310338342133,"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."}}