{"id":"W2805175875","doi":"10.1016/j.jastp.2018.05.011","title":"The recent signs of total column ozone recovery over mid-latitudes: The effects of the Montreal Protocol mandate","year":2018,"lang":"en","type":"article","venue":"Journal of Atmospheric and Solar-Terrestrial Physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Mandate; Ozone; Column (typography); Protocol (science); Environmental science; Climatology; Meteorology; Ozone layer; Political science; Geography; Computer science; Medicine; Telecommunications; Geology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0005204882,0.0001868841,0.0003833763,0.000001179301,0.0003942416,0.0000899108,0.0003885745,0.00007772664,0.0001072454],"category_scores_gemma":[0.0001402565,0.00008424449,0.0002232008,0.0002698084,0.0005188406,0.0002601297,0.00005416239,0.0002748983,0.000003223368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000991552,"about_ca_system_score_gemma":0.0002037302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007276456,"about_ca_topic_score_gemma":0.0003797041,"domain_scores_codex":[0.9981762,0.0002678478,0.0006367166,0.0001386439,0.0005078978,0.0002727531],"domain_scores_gemma":[0.9978258,0.0006314285,0.00105618,0.0002829491,0.0001182322,0.00008543749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01223853,0.000710885,0.246782,0.0004003513,0.001636815,0.00004450383,0.003754006,0.005494925,0.003195868,0.0001095491,0.01511783,0.7105148],"study_design_scores_gemma":[0.01375554,0.01793426,0.8935444,0.0009869739,0.001008274,0.0001331328,0.001633538,0.01466725,0.006534274,0.01180518,0.03705583,0.0009413062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914188,0.0003033229,0.0004628726,0.000201134,0.001484273,0.005303692,0.00001302891,0.00000560183,0.0008072458],"genre_scores_gemma":[0.9967288,0.000710307,0.0005421077,0.0001343982,0.001555123,0.00006529898,0.000001788897,0.0000121237,0.0002499889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7095734,"threshold_uncertainty_score":0.343539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008220703377909451,"score_gpt":0.2287252908731221,"score_spread":0.2205045874952127,"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."}}