{"id":"W4242742218","doi":"10.5194/amtd-4-1723-2011","title":"Long-term stability of TES satellite radiance measurements","year":2011,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Radiance; Environmental science; Nadir; Remote sensing; Atmospheric radiative transfer codes; Satellite; Brightness temperature; Radiative transfer; Cloud cover; Total Ozone Mapping Spectrometer; Radiometric calibration; Meteorology; Brightness; Calibration; Cloud computing; Geology; Geography; Physics; Mathematics; Optics; Statistics; Computer science; Stratosphere","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":[0.0009156482,0.0001571119,0.0001695289,0.0005855313,0.0002245737,0.0004531537,0.0002479791,0.000225618,0.0005791984],"category_scores_gemma":[0.002398791,0.0000974542,0.0001984126,0.0007142822,0.0001119759,0.0004446653,0.000265308,0.0002249442,0.0003134395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208943,"about_ca_system_score_gemma":0.000201472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007764848,"about_ca_topic_score_gemma":0.007923861,"domain_scores_codex":[0.9996119,0.0000619803,0.00003197987,0.0001154109,0.0001411171,0.00003766217],"domain_scores_gemma":[0.9985454,0.00026528,0.0002440234,0.0001623447,0.0007468441,0.00003617712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003782074,0.00006703419,0.9171564,0.00005193584,0.0002076433,0.00009856423,0.0002430156,0.01199246,0.03029435,0.0003461572,0.0008504798,0.03831363],"study_design_scores_gemma":[0.000006466937,0.00008739045,0.9715346,0.000009067652,0.00003581063,0.00007947239,0.00009354727,0.01613454,0.0103272,0.0000648524,0.001609403,0.0000176249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955288,0.00008431498,0.00201425,0.00002651467,0.00000956897,0.000005290266,0.001087071,0.00007912068,0.00116509],"genre_scores_gemma":[0.9972935,0.00002113148,0.0006573166,0.00000790855,0.000004826121,0.000004804855,0.001775575,0.00001253283,0.0002223206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007764848,"threshold_uncertainty_score":0.01543927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04433734827955983,"score_gpt":0.2312631018941482,"score_spread":0.1869257536145884,"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."}}