{"id":"W2125961783","doi":"10.5194/amt-8-1323-2015","title":"Cross-track Infrared Sounder (CrIS) satellite observations of tropospheric ammonia","year":2015,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Climate Program Office; National Aeronautics and Space Administration; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Troposphere; Environmental science; Ammonia; Satellite; Standard deviation; Planetary boundary layer; Remote sensing; Atmospheric sciences; Boundary layer; Chemistry; Meteorology; Physics; Geology; Statistics; Mathematics","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":[0.0003144916,0.0002999439,0.0001715397,0.0003627889,0.0001811414,0.0002749997,0.0002723942,0.0002733354,0.001226201],"category_scores_gemma":[0.0005503563,0.0001107771,0.0002700172,0.0004763912,0.000102223,0.000311968,0.0002580984,0.0002665264,0.0003256987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221876,"about_ca_system_score_gemma":0.0004642593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438948,"about_ca_topic_score_gemma":0.02200432,"domain_scores_codex":[0.9998413,0.00001830554,0.000008140268,0.00004228155,0.00007143601,0.00001855161],"domain_scores_gemma":[0.9998031,0.00003381965,0.00004353535,0.00002501365,0.0000795683,0.00001488463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008094941,0.0004404659,0.3293555,0.0002566641,0.0004808723,0.0003670228,0.0002186474,0.2353708,0.2802559,0.001309021,0.01196644,0.1391693],"study_design_scores_gemma":[0.0001952467,0.0004322076,0.3542442,0.00002846906,0.0001764761,0.0001696316,0.0001060339,0.5690309,0.06667542,0.0005555506,0.00829452,0.00009131079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690027,0.0001151944,0.01582089,0.00009873202,0.00005256882,0.00005912518,0.005091808,0.001155665,0.008603386],"genre_scores_gemma":[0.9699734,0.00006694325,0.02235787,0.00006525022,0.00002383782,0.00003210778,0.006063863,0.0000525154,0.001364189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01438948,"threshold_uncertainty_score":0.02861148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522128751908443,"score_gpt":0.2530489934182121,"score_spread":0.2078277058991277,"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."}}