{"id":"W6940143045","doi":"10.7522/j.issn.1000-0534.2024.00054","title":"Validation of Tropospheric Ozone from Satellite and Reanalysis Data Based on Ozonesondes Observations","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tropospheric ozone; Troposphere; Ozone; Ozone Monitoring Instrument; Northern Hemisphere; Satellite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550865,0.0008344011,0.0003872016,0.001017679,0.0004865962,0.0008946041,0.0007567548,0.0006240897,0.0005035712],"category_scores_gemma":[0.002615971,0.0003105975,0.001075965,0.001048849,0.0002696256,0.0009253153,0.0007233439,0.00050175,0.0003826556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649202,"about_ca_system_score_gemma":0.001224822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06437614,"about_ca_topic_score_gemma":0.0545777,"domain_scores_codex":[0.998776,0.0001852464,0.0001125778,0.000414882,0.0003815889,0.0001296161],"domain_scores_gemma":[0.9988552,0.0001561977,0.0001682928,0.0002542028,0.0005004187,0.00006567415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006893339,0.0004878198,0.8528993,0.0002733304,0.001565102,0.0002468303,0.0004123366,0.04918209,0.04228169,0.0004107202,0.005529691,0.04602182],"study_design_scores_gemma":[0.0002148127,0.0001441707,0.8796077,0.00006579869,0.0002762959,0.00005373975,0.00030472,0.09622726,0.01757418,0.0001658488,0.005302502,0.00006302046],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853467,0.0003403632,0.002718225,0.00006094257,0.0001093171,0.00005898661,0.009400831,0.0004026984,0.001561952],"genre_scores_gemma":[0.9637958,0.0001918227,0.004774036,0.00006747642,0.00002610044,0.00007195712,0.03050729,0.00007486132,0.0004906141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06437614,"threshold_uncertainty_score":0.1280029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2446536688258731,"score_gpt":0.4771560501970959,"score_spread":0.2325023813712228,"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."}}