{"id":"W1984176657","doi":"10.5194/acp-15-11217-2015","title":"Influence of aerosols and surface reflectance on satellite NO <sub>2</sub> retrieval: seasonal and spatial characteristics and implications for NO <sub> <i>x</i> </sub> emission constraints","year":2015,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Key Research and Development Program of China; U.S. Geological Survey; Korea Institute of Science and Technology Information; Korea Institute of Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Natural Science Foundation of China; National Aeronautics and Space Administration","keywords":"Aerosol; Bidirectional reflectance distribution function; Environmental science; Atmospheric sciences; Remote sensing; Radiative transfer; Troposphere; Satellite; Meteorology; Ozone Monitoring Instrument; Climatology; Reflectivity; Geology; Physics; Optics","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":[0.0007441233,0.000405069,0.0002912106,0.0003089802,0.0003698806,0.0005236511,0.000490628,0.0003175539,0.0005544059],"category_scores_gemma":[0.00132828,0.0002219184,0.0003821538,0.0004776795,0.0002930304,0.0005514267,0.0002330985,0.0002096295,0.0001508823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005283192,"about_ca_system_score_gemma":0.0005501157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03861472,"about_ca_topic_score_gemma":0.03927845,"domain_scores_codex":[0.9997535,0.00005113282,0.00001484363,0.00008765334,0.00005362236,0.00003920373],"domain_scores_gemma":[0.9995215,0.0001980857,0.00006010386,0.00006920465,0.0001247672,0.00002642115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008626497,0.0002534384,0.5802146,0.0001815038,0.0004272829,0.0004081276,0.0002266629,0.2280764,0.1357161,0.0005590802,0.001507902,0.05156629],"study_design_scores_gemma":[0.0000708598,0.00005263017,0.4547029,0.00001479183,0.0000906909,0.00006439466,0.0001175987,0.513173,0.0304458,0.0001862851,0.001054181,0.00002691115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973062,0.0001201292,0.00126051,0.00004250933,0.000008637992,0.000007759457,0.0002507576,0.00009871282,0.0009045725],"genre_scores_gemma":[0.9980579,0.00004229312,0.001188208,0.00001362401,0.000004524912,0.000005520275,0.0005132852,0.00003888897,0.0001358028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03861472,"threshold_uncertainty_score":0.0767799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174496624978719,"score_gpt":0.2232077629443555,"score_spread":0.2114627966945683,"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."}}