{"id":"W2977431836","doi":"10.1038/s41598-019-50426-3","title":"Barometric-pumping controls fugitive gas emissions from a vadose zone natural gas release","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; Natural Resources Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Government of Canada","keywords":"Fugitive emissions; Vadose zone; Environmental science; Greenhouse gas; Natural gas; Aquifer; Soil gas; Petroleum engineering; Fossil fuel; Water table; Contamination; Environmental engineering; Hydrology (agriculture); Groundwater; Soil water; Soil science; Geology; Waste management; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000133172,0.0002921378,0.0001874756,0.0001191449,0.0002376459,0.0006183226,0.0002981304,0.0002915057,0.0007878634],"category_scores_gemma":[0.0003592693,0.0001227612,0.0002113376,0.00007763236,0.0002856944,0.0002947401,0.0004066022,0.0003591437,0.00007475792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004944701,"about_ca_system_score_gemma":0.0003443297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005409881,"about_ca_topic_score_gemma":0.002621186,"domain_scores_codex":[0.999907,0.00001225835,0.000005202214,0.00002553036,0.0000156544,0.00003429648],"domain_scores_gemma":[0.9998426,0.00005489961,0.00003975946,0.000009051118,0.00002102935,0.00003262256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007681733,0.0003650854,0.03319574,0.00007746963,0.0000401881,0.0002369011,0.00007945878,0.05429154,0.9030192,0.0008020148,0.0003494573,0.006774743],"study_design_scores_gemma":[0.0002296582,0.001594642,0.09199411,0.00001538601,0.00009902132,0.00009638492,0.000201406,0.5985043,0.3044397,0.0005926932,0.002161926,0.00007072416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985818,0.00004792348,0.0007737966,0.00003404817,0.000009591453,0.000006709157,0.00008307438,0.00003336794,0.0004297058],"genre_scores_gemma":[0.9995592,0.00003132279,0.0002352467,0.000008288353,0.000001044373,0.000005216135,0.00003530708,0.000003790236,0.0001204998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005409881,"threshold_uncertainty_score":0.01075673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004585716504880427,"score_gpt":0.1970565784764027,"score_spread":0.1924708619715223,"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."}}