{"id":"W2395319182","doi":"","title":"Chapter 5: Anthropogenic methane sources, emissions and future projections","year":2015,"lang":"en","type":"article","venue":"Joint Research Centre (European Commission)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methane emissions; Environmental science; Methane; Greenhouse gas; Geology; Oceanography; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001349654,0.0002271851,0.0001889175,0.0000328931,0.0005561845,0.00007141264,0.0003119558,0.00007187742,0.004530386],"category_scores_gemma":[0.0001136524,0.0001730694,0.00007300571,0.0003288242,0.0007254733,0.0002182646,0.001351292,0.0006237875,0.001228823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860232,"about_ca_system_score_gemma":0.000026307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003037452,"about_ca_topic_score_gemma":0.00002956828,"domain_scores_codex":[0.997041,0.0006042381,0.0002760695,0.00053454,0.0009190955,0.0006250578],"domain_scores_gemma":[0.9983046,0.0000454611,0.00006764838,0.0005090546,0.00002349828,0.001049757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004214713,0.002188697,0.2200938,0.00007779505,0.0001662753,0.0009828077,0.01314377,0.003892891,0.01915597,0.003593247,0.138646,0.5976374],"study_design_scores_gemma":[0.0005627191,0.0001618955,0.05254287,0.00002770978,0.0000127411,0.00008391751,0.004417076,0.00179051,0.0002082913,0.0002499753,0.9396644,0.0002778659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6275373,0.0007657034,0.0008747739,0.01200536,0.0004168283,0.0009468169,0.000008938948,0.0002440214,0.3572002],"genre_scores_gemma":[0.9241426,0.001272618,0.01238881,0.0002208603,0.0005815203,0.00001028323,0.0000189856,0.0001201829,0.06124415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8010184,"threshold_uncertainty_score":0.9995489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05284420308265503,"score_gpt":0.2920209282728172,"score_spread":0.2391767251901622,"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."}}