{"id":"W2130363197","doi":"10.5194/amt-4-1481-2011","title":"Long-term stability of TES satellite radiance measurements","year":2011,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":24,"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; Atmospheric radiative transfer codes; Remote sensing; Brightness temperature; Radiative transfer; Satellite; Cloud cover; Troposphere; Brightness; Meteorology; Atmospheric sciences; Geology; Cloud computing; Physics; Optics","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":[0.0009092595,0.0001609115,0.0001671393,0.0005877001,0.000232981,0.0004550076,0.0002461768,0.0002211518,0.0005710452],"category_scores_gemma":[0.002312443,0.000102318,0.0001992544,0.0006870109,0.0001134743,0.0004428025,0.0002637787,0.0002190346,0.0003290125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004205716,"about_ca_system_score_gemma":0.0001898162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007296561,"about_ca_topic_score_gemma":0.007494951,"domain_scores_codex":[0.9996023,0.00006258876,0.000031711,0.0001241557,0.0001409256,0.00003833359],"domain_scores_gemma":[0.9986081,0.000240801,0.00021245,0.0001519675,0.0007523714,0.00003434974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004059156,0.00007121544,0.9064298,0.00005780881,0.0002260853,0.0001065664,0.0002838543,0.01329237,0.03469569,0.000384987,0.001053778,0.042992],"study_design_scores_gemma":[0.000007602505,0.00008239887,0.9685148,0.000009425078,0.0000382303,0.0000843669,0.00009296348,0.01743854,0.01173281,0.00006864889,0.001910884,0.00001933098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950039,0.0000891033,0.002280259,0.00002890921,0.00001054994,0.000005781804,0.001203616,0.00009687083,0.001281083],"genre_scores_gemma":[0.9970224,0.00002138698,0.0007048095,0.000008864008,0.000005490577,0.000005354699,0.00198231,0.00001500531,0.0002342481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007296561,"threshold_uncertainty_score":0.01450819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09315945648692242,"score_gpt":0.2397758906595174,"score_spread":0.146616434172595,"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."}}