{"id":"W3111895545","doi":"10.1029/2020gl090864","title":"Multisatellite Imaging of a Gas Well Blowout Enables Quantification of Total Methane Emissions","year":2020,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"GHGSat (Canada)","funders":"","keywords":"Methane; Environmental science; Satellite; Methane emissions; Atmospheric methane; Greenhouse gas; Atmospheric sciences; Natural gas; Meteorology; Remote sensing; Geology; 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":[0.0001400883,0.0002093626,0.00009910235,0.000558386,0.0002171762,0.0002871841,0.0001736681,0.000248514,0.001008978],"category_scores_gemma":[0.0001215284,0.0001260979,0.0001769571,0.0003539947,0.000139656,0.0002656218,0.0002741963,0.0002470305,0.0001417744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305489,"about_ca_system_score_gemma":0.000142266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007540009,"about_ca_topic_score_gemma":0.02164982,"domain_scores_codex":[0.999947,0.000003641312,0.000001399033,0.00002188614,0.00001346681,0.00001258119],"domain_scores_gemma":[0.9999127,0.00001288697,0.00002409849,0.00001060441,0.00002407044,0.00001560302],"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":[0.0003678228,0.0001698473,0.1917321,0.00007121131,0.0001367311,0.0003045072,0.0002554091,0.01103006,0.7652606,0.0003601638,0.001243669,0.02906779],"study_design_scores_gemma":[0.00002126076,0.0001940535,0.8600706,0.00002376911,0.00009547015,0.000265162,0.00048891,0.05196077,0.08311307,0.000335839,0.00338996,0.00004103791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936767,0.0001149447,0.003053697,0.00005838348,0.0000112577,0.000006232312,0.0008221837,0.0001358035,0.002120811],"genre_scores_gemma":[0.9931195,0.00005533649,0.005471016,0.00003124768,0.000009568334,0.000005253986,0.0008249411,0.00002688442,0.0004563248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007540009,"threshold_uncertainty_score":0.01499224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04960589840903299,"score_gpt":0.3167241375293945,"score_spread":0.2671182391203615,"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."}}