{"id":"W2979860422","doi":"10.5194/acp-20-2277-2020","title":"Ammonia measurements from space with the Cross-track Infrared Sounder: characteristics and applications","year":2020,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Waterloo; Public Health Ontario; University of Toronto; Environment and Climate Change Canada","funders":"Climate Program Office; Nuclear Safety and Security Commission; National Oceanic and Atmospheric Administration; Government of Alberta; Environment and Climate Change Canada; National Aeronautics and Space Administration","keywords":"Environmental science; Ammonia; Satellite; Atmospheric sciences; Latitude; Reactive nitrogen; Air quality index; Meteorology; Climatology; Nitrogen; Geography; Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004345884,0.0003059559,0.0001100594,0.0006110424,0.0001989747,0.0003186438,0.0003601618,0.0003475074,0.001055549],"category_scores_gemma":[0.0004301251,0.000107817,0.0001486184,0.0008996676,0.0001335064,0.0003392717,0.0002663478,0.0001686475,0.0003102645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721894,"about_ca_system_score_gemma":0.0002600721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124156,"about_ca_topic_score_gemma":0.02468699,"domain_scores_codex":[0.9997246,0.00003361539,0.00001176456,0.0000719561,0.0001380003,0.00001998288],"domain_scores_gemma":[0.9997388,0.00004093218,0.00004422386,0.00002290884,0.0001352912,0.0000178902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000736211,0.0001839719,0.6160949,0.0001991532,0.0001413612,0.0003024669,0.0002888625,0.007179092,0.2366627,0.0002837913,0.003371938,0.1345555],"study_design_scores_gemma":[0.00006905622,0.0007542999,0.8493705,0.00003492097,0.0001385325,0.0006397419,0.0003471434,0.05321049,0.08557766,0.0002214014,0.009577554,0.00005875364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657597,0.0008692101,0.01298013,0.0001557843,0.00005093244,0.00008575156,0.003526618,0.0008115303,0.01576038],"genre_scores_gemma":[0.9809023,0.0002777019,0.0152454,0.00009623628,0.00003167325,0.00002818897,0.001928196,0.00003714169,0.001453166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0124156,"threshold_uncertainty_score":0.02468663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437164040006192,"score_gpt":0.204495784225101,"score_spread":0.1901241438250391,"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."}}