{"id":"W4322753328","doi":"10.1016/j.scitotenv.2023.162423","title":"Distinct seasonality in vertical variations of tropospheric ozone over coastal regions of southern China","year":2023,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Environment Research Council; Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche; Bundesministerium für Bildung und Forschung; Harvard University; National Natural Science Foundation of China; European Commission","keywords":"Seasonality; China; Climatology; Troposphere; Tropospheric ozone; Environmental science; Ozone; Geography; Atmospheric sciences; Meteorology; Geology; Ecology","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":[0.0001459615,0.0002332868,0.0001614526,0.0004902637,0.000270164,0.0003034174,0.0001514967,0.0001554635,0.0004731845],"category_scores_gemma":[0.0002366912,0.0001228409,0.0002609046,0.0007055155,0.0001643526,0.0001801446,0.0003142489,0.0001048433,0.00005272403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004195987,"about_ca_system_score_gemma":0.0004345528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05116266,"about_ca_topic_score_gemma":0.09086826,"domain_scores_codex":[0.9999243,0.000006801513,0.00000647738,0.00002518746,0.00001520316,0.00002202201],"domain_scores_gemma":[0.99985,0.00001441227,0.00004508705,0.00001407085,0.00003835674,0.00003806325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000658589,0.00001672302,0.9836401,0.00003362887,0.00008772386,0.0002664232,0.0004659072,0.001115003,0.008940428,0.0001013433,0.000297459,0.004969376],"study_design_scores_gemma":[0.000002087065,0.000007077083,0.9989445,0.000001552883,0.00001026904,0.00001569705,0.0001113449,0.0006037455,0.0001248398,0.00001561365,0.0001608916,0.000002403678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995649,0.00003695372,0.0000355787,0.00001783028,0.00000181163,0.000001291043,0.0001672912,0.00000532893,0.0001689228],"genre_scores_gemma":[0.9994882,0.00003180017,0.00003883033,0.000005590353,0.000002313228,0.000002197212,0.000305587,0.000001133604,0.000124298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05116266,"threshold_uncertainty_score":0.1017297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009577724820909246,"score_gpt":0.1967000196649987,"score_spread":0.1871222948440895,"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."}}