{"id":"W2790874975","doi":"10.5194/amt-12-327-2019","title":"The effect of instrumental stray light on Brewer and Dobson total ozone measurements","year":2019,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; York University; Environment and Climate Change Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Ozone; Stray light; Absorption (acoustics); Ozone depletion; Atmospheric sciences; Environmental science; Meteorology; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001708492,0.0004922703,0.000393422,0.0008435823,0.0006428549,0.0005623892,0.0006047901,0.0006146199,0.0006131644],"category_scores_gemma":[0.0037566,0.0003680344,0.0007769535,0.001285484,0.0003183187,0.0006258112,0.0008332983,0.0004331213,0.0002124333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149865,"about_ca_system_score_gemma":0.0005156983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0184147,"about_ca_topic_score_gemma":0.03304203,"domain_scores_codex":[0.9968287,0.000751789,0.0001436963,0.0007245739,0.001364894,0.00018629],"domain_scores_gemma":[0.9972647,0.001343707,0.0003173552,0.0004691687,0.0005424976,0.00006264239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002102001,0.000263253,0.658229,0.0005426925,0.001018304,0.0005556312,0.001195321,0.05686618,0.1741457,0.001134724,0.001306988,0.1026402],"study_design_scores_gemma":[0.00004646963,0.0003240731,0.7387909,0.00005492112,0.0004818591,0.0003072388,0.0002945731,0.0643461,0.1902133,0.0002850318,0.004768264,0.00008727959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780498,0.0006485363,0.01833396,0.00005681285,0.00005289099,0.00003526863,0.0005207988,0.000258542,0.002043294],"genre_scores_gemma":[0.9936715,0.0002039435,0.00495727,0.00005027495,0.000007555153,0.0000312685,0.0004662699,0.00007202564,0.0005398457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0184147,"threshold_uncertainty_score":0.03661501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010238029937646,"score_gpt":0.2058030608003821,"score_spread":0.1957006805010057,"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."}}