{"id":"W2519211039","doi":"10.5194/amt-9-5747-2016","title":"Accuracy, precision, and temperature dependence of Pandora total ozone measurements estimated from a comparison with the Brewer triad in Toronto","year":2016,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration","keywords":"Triad (sociology); Zenith; Total Ozone Mapping Spectrometer; Solar zenith angle; Environmental science; Range (aeronautics); Ozone; Meteorology; Atmospheric sciences; Remote sensing; Geography; Ozone layer; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006980624,0.0003229016,0.0002988805,0.0005330363,0.0007965906,0.0007409239,0.0005784659,0.0002544107,0.0006546504],"category_scores_gemma":[0.001408084,0.0002677109,0.0003232,0.000863849,0.0003182191,0.0004996205,0.000530941,0.0002577654,0.0002588224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003447445,"about_ca_system_score_gemma":0.001516399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5365966,"about_ca_topic_score_gemma":0.6960569,"domain_scores_codex":[0.99921,0.00006374909,0.00003691049,0.0002606183,0.0003619093,0.0000668037],"domain_scores_gemma":[0.9992449,0.00006630618,0.0001073994,0.00009186425,0.0004562034,0.00003323639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001198038,0.0000990677,0.7663279,0.0002693302,0.0005068004,0.0003444831,0.002241026,0.01281023,0.1430313,0.0009469894,0.004321067,0.06790385],"study_design_scores_gemma":[0.00002254407,0.0001094746,0.9467825,0.00002072708,0.0001356758,0.0001169476,0.0004522365,0.02239147,0.025109,0.00006160854,0.004757163,0.00004062316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878469,0.0002928649,0.005641457,0.00004279492,0.00002476548,0.00002175884,0.001784587,0.0003179694,0.004026899],"genre_scores_gemma":[0.9932114,0.00008828725,0.004033105,0.00001836247,0.000004885331,0.00001431457,0.00187784,0.00002501636,0.0007266869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5365966,"threshold_uncertainty_score":0.932265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362961388346253,"score_gpt":0.2625869333217349,"score_spread":0.2289573194382724,"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."}}