{"id":"W2965407021","doi":"10.1016/j.jastp.2019.105099","title":"Validation of water vapor measured by SABER on the TIMED satellite","year":2019,"lang":"en","type":"article","venue":"Journal of Atmospheric and Solar-Terrestrial Physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Aeronautics and Space Administration","keywords":"Stratopause; Radiance; Water vapor; Tropopause; Stratosphere; Mesopause; Depth sounding; Environmental science; Mixing ratio; Mesosphere; Atmospheric sciences; Atmospheric sounding; Atmosphere (unit); Altitude (triangle); Remote sensing; Meteorology; Physics; Geology; 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":[0.000814728,0.000493869,0.0004374226,0.000905657,0.0004736337,0.000555531,0.0008199532,0.0008099211,0.001221416],"category_scores_gemma":[0.001133386,0.0002091398,0.00048516,0.0007243565,0.0003464725,0.0008004523,0.0004998909,0.0003877351,0.0007596449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540522,"about_ca_system_score_gemma":0.0006302398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00867453,"about_ca_topic_score_gemma":0.01368357,"domain_scores_codex":[0.9994268,0.00007247314,0.00003022888,0.0002041938,0.0001900388,0.00007626075],"domain_scores_gemma":[0.9991431,0.0001395745,0.0001108902,0.0002195601,0.0003194076,0.00006738538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002150108,0.0007493777,0.3782101,0.0004109036,0.0009119347,0.0004083441,0.0006158483,0.02221102,0.5186124,0.0009654932,0.004908494,0.06984594],"study_design_scores_gemma":[0.000571449,0.0009545031,0.6781448,0.00007389614,0.0005374246,0.0003466881,0.0003965764,0.09522095,0.2079762,0.0006197843,0.0150461,0.0001115789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816533,0.000188759,0.006921074,0.00007895812,0.0001562356,0.0000668332,0.004880349,0.001204506,0.004849998],"genre_scores_gemma":[0.9886657,0.00005727859,0.005685982,0.00008189465,0.00003274338,0.00004313607,0.004420551,0.0001213753,0.0008912979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00867453,"threshold_uncertainty_score":0.01724809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378169375152811,"score_gpt":0.2031583028093709,"score_spread":0.1893766090578428,"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."}}