{"id":"W4404765942","doi":"10.5194/acp-24-13081-2024","title":"The return to 1980 stratospheric halogen levels: a moving target in ozone assessments from 2006 to 2022","year":2024,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NASA Headquarters; Nuclear Safety and Security Commission; National Aeronautics and Space Administration; Division of Atmospheric and Geospace Sciences; National Science Foundation","keywords":"Ozone layer; Ozone; Atmospheric sciences; Ozone depletion; Halogen; Environmental science; Meteorology; Climatology; Chemistry; Geology; Geography","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":[0.002380657,0.0004777935,0.0001972582,0.0005082107,0.0003901908,0.001014103,0.0006097461,0.0008787773,0.001149243],"category_scores_gemma":[0.002963774,0.0001133458,0.0004641648,0.0005724093,0.0001547309,0.000911349,0.0007313782,0.0007665952,0.0004163551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003777828,"about_ca_system_score_gemma":0.003497693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08740723,"about_ca_topic_score_gemma":0.1155962,"domain_scores_codex":[0.9994272,0.0001011007,0.00002495603,0.00007919793,0.0002841978,0.00008344124],"domain_scores_gemma":[0.9988046,0.00009255596,0.0001981399,0.00003305653,0.0007454971,0.0001262146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001348345,0.0005158656,0.5057772,0.0005712006,0.0003681402,0.0005779128,0.0006060311,0.1835199,0.02003218,0.02058226,0.1186892,0.1474118],"study_design_scores_gemma":[0.0001105687,0.00104827,0.6779199,0.0003296488,0.0001786345,0.0001892739,0.001695069,0.1224115,0.03464579,0.009076134,0.1522488,0.000146369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840489,0.001796118,0.01988649,0.01028973,0.0005643886,0.0002401868,0.02417341,0.0004490731,0.05855169],"genre_scores_gemma":[0.9645042,0.0005162552,0.0139009,0.001351888,0.0000649467,0.0001412478,0.01271071,0.00007158364,0.00673811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08740723,"threshold_uncertainty_score":0.173797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108592552332823,"score_gpt":0.2397926127163404,"score_spread":0.2287066871930121,"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."}}