{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008706692,0.000411525,0.0004169307,0.00000228146,0.0001455793,0.00005899207,0.0006014879,0.0002053914,0.0007795151],"category_scores_gemma":[0.0001112388,0.0003899512,0.0001654548,0.0006365213,0.0006223196,0.0005806281,0.000307833,0.0002251316,0.0001350199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145052,"about_ca_system_score_gemma":0.00006246241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055382,"about_ca_topic_score_gemma":0.00008405439,"domain_scores_codex":[0.9964896,0.00011034,0.0007656498,0.0005747151,0.001519169,0.0005405456],"domain_scores_gemma":[0.9984363,0.00002486478,0.0003744221,0.0007684993,0.00008671563,0.0003092174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001352476,0.000749691,0.9063717,0.0000404231,0.0001058241,0.00001322677,0.0007876325,0.01623556,0.02446466,0.000274544,0.005233666,0.04558789],"study_design_scores_gemma":[0.001442808,0.0009922917,0.780984,0.00009197847,0.0001574334,0.00002603335,0.0008358059,0.007185641,0.01285453,0.00717134,0.1867675,0.001490638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221137,0.0007597997,0.1404733,0.0001572491,0.0002713501,0.001132155,0.000004412257,0.0007439425,0.03434413],"genre_scores_gemma":[0.5462148,0.000234536,0.4501198,0.0003415401,0.0000414468,0.000109961,0.000008429693,0.00006936648,0.002860117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3096465,"threshold_uncertainty_score":0.9998552,"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."}}