{"id":"W4416508196","doi":"10.22541/essoar.176374481.17612655/v1","title":"Urban and power plant NOx emissions in Sub-Saharan Africa inferred from TROPOMI","year":2025,"lang":"","type":"article","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Intestinal Research","funders":"European Commission","keywords":"NOx; Nitrogen oxides; Power station; Air pollution; Nitrogen oxide; Air pollutant concentrations; Nitrogen; Ozone","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":[0.0001825808,0.0005433288,0.0001783713,0.0003357698,0.0002381967,0.0003669661,0.0003293219,0.0002929514,0.0007963129],"category_scores_gemma":[0.0005250003,0.0002401679,0.0004512866,0.0005473543,0.000157759,0.0004602392,0.0003185202,0.0002889448,0.0001380764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000407686,"about_ca_system_score_gemma":0.00043797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04435116,"about_ca_topic_score_gemma":0.03917581,"domain_scores_codex":[0.9999335,0.0000111916,0.000004961038,0.00001968383,0.000009925639,0.00002076045],"domain_scores_gemma":[0.9999059,0.00002857839,0.0000205735,0.00001207022,0.00002239059,0.00001042728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003843829,0.0001621734,0.3759699,0.000175944,0.0002484588,0.0009487338,0.0004817515,0.5599456,0.03197228,0.0008092292,0.001158732,0.02774279],"study_design_scores_gemma":[0.0001574114,0.0001231788,0.354676,0.00006317705,0.0001259233,0.0001890999,0.0005979376,0.6243365,0.01606323,0.0005509952,0.003052835,0.00006376979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967328,0.00005846433,0.0009815239,0.00004330507,0.000005836135,0.00001177687,0.0008049567,0.00009675185,0.001264642],"genre_scores_gemma":[0.9966767,0.00007718689,0.002065582,0.00001366522,0.000003751118,0.00001469198,0.000962373,0.00002150245,0.0001645227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04435116,"threshold_uncertainty_score":0.08818603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103783240631766,"score_gpt":0.201818402907391,"score_spread":0.1914400788442144,"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."}}