{"id":"W2037442724","doi":"10.1175/bams-d-11-00135.1","title":"OSIRIS: A Decade of Scattered Light","year":2012,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Saskatchewan; University of Toronto; York University; Environment and Climate Change Canada","funders":"Tekes; Centre National d’Etudes Spatiales; European Space Agency","keywords":"Osiris; Stratosphere; Troposphere; Environmental science; Microwave Limb Sounder; Atmospheric sciences; Aerosol; Ozone layer; Trace gas; Meteorology; Geology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004812835,0.0001245277,0.0003513559,0.000002642009,0.00009049104,0.000005389427,0.0004363644,0.00005639853,0.004658855],"category_scores_gemma":[0.00009063049,0.0000670966,0.0003759559,0.0002501107,0.0006785318,0.0000197067,0.00006173323,0.000148044,0.000126473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003287843,"about_ca_system_score_gemma":0.00001132814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011258,"about_ca_topic_score_gemma":0.000005277724,"domain_scores_codex":[0.9987579,0.0001854916,0.0002769295,0.0001504217,0.000258487,0.0003707646],"domain_scores_gemma":[0.9989699,0.0002368659,0.0003968101,0.0002639359,0.00002834178,0.00010415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007889263,0.00009715556,0.9529522,0.00001818278,0.00009022909,2.778364e-7,0.0003386013,0.00008328023,0.001375472,0.00005708059,0.02815067,0.01675796],"study_design_scores_gemma":[0.000146598,0.0002393285,0.9377615,0.000007330137,0.00005418763,0.000005126829,0.000698799,0.0000624162,0.001724173,0.0001314575,0.05904933,0.0001197525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897221,0.0007355108,0.0000489911,0.004370076,0.00009612893,0.0001030823,0.00001910099,0.00002153916,0.00488342],"genre_scores_gemma":[0.9874833,0.0001575245,0.009083536,0.003044337,0.00007494253,0.00000143207,0.00000256978,0.000003131526,0.0001492809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03089866,"threshold_uncertainty_score":0.996251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355988290636105,"score_gpt":0.2226508308757063,"score_spread":0.2090909479693452,"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."}}