{"id":"W2113855495","doi":"10.1002/grl.50358","title":"Climate impact of stratospheric ozone recovery","year":2013,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Scheme for Promotion of Academic and Research Collaboration; Natural Environment Research Council; European Commission; Sight Research UK; Royal Society","keywords":"Ozone layer; Stratosphere; Ozone; Atmospheric sciences; Ozone depletion; Environmental science; Radiative forcing; Greenhouse gas; Montreal Protocol; Climatology; Forcing (mathematics); Climate change; Meteorology; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003466532,0.0001479321,0.0002551884,0.00002357288,0.000149182,0.00009819507,0.0003398549,0.00005347182,0.009528537],"category_scores_gemma":[0.00007459929,0.0001064308,0.0001981648,0.0006531552,0.0003116028,0.0004327323,0.00004170671,0.0003654689,0.004914322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001421062,"about_ca_system_score_gemma":0.00006551164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02242834,"about_ca_topic_score_gemma":0.00008620346,"domain_scores_codex":[0.9976072,0.0001911218,0.0002450148,0.0002950332,0.0007021422,0.0009594283],"domain_scores_gemma":[0.9988275,0.0004161502,0.00006348713,0.0003230375,0.0001101252,0.0002597054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004150973,0.0003130944,0.4997817,0.0001690569,0.000257578,0.00008822543,0.0003458171,0.004514481,0.07153352,0.0001916899,0.05668576,0.365704],"study_design_scores_gemma":[0.000212986,0.0006842036,0.9934912,0.00002147366,0.000005390033,0.000002475202,0.0001287469,0.003621662,0.0002148828,0.001341562,0.000114586,0.0001607959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929016,0.00008112234,0.00003936376,0.0006230311,0.00006520151,0.0002476879,0.00003962675,0.00002903248,0.005973325],"genre_scores_gemma":[0.9986149,0.0001080123,0.0007385184,0.000210352,0.0001537849,0.000005605946,0.00003551285,0.000006885744,0.0001264237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4937095,"threshold_uncertainty_score":0.9958605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539603613179254,"score_gpt":0.291698386932975,"score_spread":0.2663023508011824,"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."}}