{"id":"W4378212106","doi":"10.1038/s41558-023-01671-y","title":"Very short-lived halogens amplify ozone depletion trends in the tropical lower stratosphere","year":2023,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; European Commission; Sight Research UK; National Center for Atmospheric Research; National Science Foundation","keywords":"Stratosphere; Ozone depletion; Ozone layer; Ozone; Atmospheric sciences; Climatology; Environmental science; Montreal Protocol; Meteorology; Geography; Geology","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":[0.0001576977,0.0002471308,0.0001521742,0.0001949609,0.0001980072,0.0007271231,0.0002477671,0.0002143917,0.001816268],"category_scores_gemma":[0.0002816512,0.0001254382,0.0003975485,0.0002032409,0.000214389,0.0004199322,0.000544467,0.0001981827,0.0001061082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003901184,"about_ca_system_score_gemma":0.0004697232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03093791,"about_ca_topic_score_gemma":0.0223216,"domain_scores_codex":[0.9999499,0.00001272193,0.000002347578,0.00001105117,0.000008069527,0.00001577469],"domain_scores_gemma":[0.999895,0.00002286697,0.00002364612,0.00000850281,0.00001707619,0.00003295263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005709837,0.0002899844,0.6348296,0.000121554,0.0006126562,0.0003910584,0.0001705515,0.2858174,0.06393107,0.002627654,0.001455439,0.009181884],"study_design_scores_gemma":[0.00009898169,0.0003035844,0.5906985,0.00001692757,0.0002161126,0.00008905638,0.0004399719,0.3975501,0.006264011,0.001950895,0.00233196,0.00003982498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984755,0.00008288038,0.0003853439,0.0001028399,0.000006431482,0.000003299209,0.0002054083,0.00002193234,0.0007164513],"genre_scores_gemma":[0.999607,0.00004506264,0.00009371114,0.000009755997,0.000002272864,0.000001118033,0.00009348807,0.000002538539,0.0001449953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03093791,"threshold_uncertainty_score":0.06151569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04790045487685448,"score_gpt":0.2810719705696939,"score_spread":0.2331715156928394,"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."}}