{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00446393,0.0007398965,0.0004028773,0.002977411,0.000332839,0.00127935,0.0009935412,0.0004726251,0.005246456],"category_scores_gemma":[0.008506362,0.00036094,0.0004374506,0.004777383,0.0001513184,0.001299067,0.001105553,0.0007218564,0.004589098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034687,"about_ca_system_score_gemma":0.002251656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01962991,"about_ca_topic_score_gemma":0.01419664,"domain_scores_codex":[0.9985225,0.0002979428,0.0002572114,0.0002615698,0.0005733169,0.00008751203],"domain_scores_gemma":[0.9945052,0.0004312065,0.0005095113,0.0006415863,0.003713762,0.0001987608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002474792,0.000157095,0.09273671,0.002451106,0.0002445205,0.0002641335,0.0001823782,0.009752892,0.005803874,0.005856436,0.665309,0.2169944],"study_design_scores_gemma":[0.00007387769,0.0001563811,0.1696572,0.0008633835,0.000161315,0.0003224692,0.0002613054,0.01141205,0.00978638,0.001590854,0.8056397,0.0000750162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.03901744,0.006928106,0.0877151,0.006089999,0.003391113,0.003004891,0.8138047,0.003884135,0.03616454],"genre_scores_gemma":[0.1193618,0.007367828,0.09507238,0.00096035,0.0007834322,0.002667901,0.7516114,0.0009839373,0.02119096],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01962991,"threshold_uncertainty_score":0.03903127,"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."}}