{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000806896,0.001346978,0.0003967289,0.001455533,0.0004292369,0.002375721,0.0008119437,0.0006290861,0.02640535],"category_scores_gemma":[0.0009260552,0.0003257376,0.0009569192,0.002226121,0.0001846852,0.002954774,0.0009561495,0.001246692,0.006534214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461399,"about_ca_system_score_gemma":0.001679778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153901,"about_ca_topic_score_gemma":0.009246278,"domain_scores_codex":[0.9997708,0.00004443916,0.00001235458,0.00003094609,0.0001154845,0.00002586501],"domain_scores_gemma":[0.9997596,0.00005832546,0.00002920407,0.0000108279,0.0001283416,0.00001362824],"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":[0.0002546454,0.0001306483,0.005478946,0.009112833,0.0002554999,0.0002974438,0.0002539343,0.1009331,0.003013068,0.08791078,0.3727109,0.4196481],"study_design_scores_gemma":[0.0000193848,0.0001448909,0.007218612,0.004978302,0.0001319997,0.0001820613,0.0004919005,0.01828011,0.001954434,0.04689072,0.9196261,0.00008143892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02696265,0.3543875,0.07122698,0.01695971,0.008788644,0.0006236608,0.07069432,0.003249611,0.447107],"genre_scores_gemma":[0.1518336,0.635016,0.05323555,0.002602211,0.002554236,0.001125861,0.05440759,0.0007319744,0.09849301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02640535,"threshold_uncertainty_score":0.08833474,"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."}}