{"id":"W2056205871","doi":"10.5194/bg-8-3771-2011","title":"Integration of remote sensing data and surface observations to estimate the impact of the Russian wildfires over Europe and Asia during August 2010","year":2011,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center; Institute of Atmospheric Physics, Chinese Academy of Sciences; Dalhousie University; Chinese Academy of Sciences; Colorado State University; National Aeronautics and Space Administration","keywords":"AERONET; HYSPLIT; Environmental science; Moderate-resolution imaging spectroradiometer; Visibility; Meteorology; Satellite; Atmosphere (unit); Aerosol; Remote sensing; Spectroradiometer; Total Ozone Mapping Spectrometer; Trace gas; Radiative transfer; Atmospheric sciences; Angstrom exponent; Air mass (solar energy); Climatology; Stratosphere; Ozone layer; Geography; Geology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005550624,0.0006571671,0.0003760968,0.0008037289,0.0001992374,0.0003988078,0.000290685,0.0003363444,0.000333302],"category_scores_gemma":[0.0004699046,0.0002654674,0.0005458884,0.0005829031,0.0001145988,0.0005114046,0.0003051333,0.0002138437,0.0001450159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856808,"about_ca_system_score_gemma":0.0003249531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02350455,"about_ca_topic_score_gemma":0.02804244,"domain_scores_codex":[0.9997991,0.00002963093,0.00002154288,0.00007556067,0.00004206499,0.00003211907],"domain_scores_gemma":[0.9997218,0.00004287334,0.00007561798,0.00003357621,0.00009615256,0.00002987398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000352521,0.0002379839,0.9414851,0.00006326029,0.0004042223,0.0001992911,0.0002031279,0.025449,0.009932031,0.0000817114,0.0004508413,0.02114082],"study_design_scores_gemma":[0.00002047931,0.0001114415,0.922187,0.00001683471,0.0001483924,0.00005133359,0.0002797313,0.07391511,0.002769093,0.00004838865,0.0004370289,0.00001509802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989599,0.00005028683,0.0003348326,0.000007247144,0.000004093813,0.000004754407,0.0004191157,0.00002591323,0.0001938496],"genre_scores_gemma":[0.9973336,0.00004567554,0.001006721,0.000004377758,0.00000372066,0.000005956057,0.001484203,0.000004914701,0.0001109307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02350455,"threshold_uncertainty_score":0.04673547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351084893570722,"score_gpt":0.2663513500584008,"score_spread":0.2328405011226936,"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."}}