{"id":"W2138939198","doi":"10.5194/acp-12-7475-2012","title":"Technical Note: Ozonesonde climatology between 1995 and 2011: description, evaluation and applications","year":2012,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Oceanic and Atmospheric Administration; Centre National de la Recherche Scientifique; European Commission; Strong; Centre National d’Etudes Spatiales; U.S. Department of Energy; Forschungszentrum Jülich; National Center for Atmospheric Research; National Science Foundation","keywords":"Climatology; Troposphere; Environmental science; Stratosphere; Tropopause; Atmospheric sciences; Latitude; Ozone; Seasonality; Longitude; Tropospheric ozone; Quasi-biennial oscillation; Meteorology; Geography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002310003,0.0001530155,0.0001920622,1.402522e-7,0.0002184086,0.00003746512,0.00006394259,0.0001290423,0.001138768],"category_scores_gemma":[0.00001219895,0.0001406768,0.00002248946,0.0001028643,0.000198001,0.0002552449,0.0000217085,0.000139394,0.00004359771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006697881,"about_ca_system_score_gemma":0.00002919351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001527816,"about_ca_topic_score_gemma":0.00001010293,"domain_scores_codex":[0.9991288,0.00003024547,0.0001757402,0.0002493557,0.0001429533,0.0002729313],"domain_scores_gemma":[0.999409,0.0001014031,0.00007499871,0.0001572039,0.00003439799,0.0002230326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006947829,0.00001818816,0.5446485,0.00005502209,0.000008183438,2.233586e-7,0.00007555145,0.00001445102,0.0003402587,0.0000546902,0.0001242657,0.4546537],"study_design_scores_gemma":[0.0006615458,0.00005323222,0.9503977,0.00001650745,0.0002977987,0.0001054782,0.0002609186,0.02054145,0.0004414809,0.005935515,0.02077319,0.000515234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730373,0.005477821,0.0137952,0.0001360237,0.00004066515,0.0002792321,0.00003589733,0.00006361346,0.007134246],"genre_scores_gemma":[0.9840516,0.0006692897,0.01443284,0.00008922647,0.0003944015,0.00001549167,0.0001560155,0.000005996866,0.0001851306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4541385,"threshold_uncertainty_score":0.9997743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692337153163795,"score_gpt":0.2500932805661864,"score_spread":0.2331699090345485,"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."}}