{"id":"W7073596935","doi":"","title":"Success of montreal protocol demonstrated by comparing high-quality uv measurements with \\\\\"world avoided\\\\\" calculations from two chemistry-climate models","year":2019,"lang":"en","type":"article","venue":"LillOA (Université de Lille (University Of Lille))","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Ozone; Spectroradiometer; Ozone layer; Ozone depletion; Moderate-resolution imaging spectroradiometer; Ultraviolet radiation; Ultraviolet","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":[],"category_scores_codex":[0.00019799,0.000242218,0.0006030766,0.0001101684,0.0003285143,0.0000152592,0.000561734,0.0001227738,0.009791507],"category_scores_gemma":[0.000007557474,0.0002372559,0.0001902277,0.0007042487,0.0002543988,0.0004076292,0.0001369375,0.0002041654,0.00004973881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004932674,"about_ca_system_score_gemma":0.00005412003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1322755,"about_ca_topic_score_gemma":0.06661015,"domain_scores_codex":[0.9981923,0.0001229992,0.000246527,0.0004988996,0.0005148064,0.0004245209],"domain_scores_gemma":[0.9986494,0.0001302811,0.0004150902,0.0003459214,0.0001901546,0.0002691122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000947568,0.0001107799,0.9492921,0.00009464459,0.0002960118,0.00001663389,0.0003301738,0.03837771,0.00965978,0.0000934665,0.0001328591,0.0006482737],"study_design_scores_gemma":[0.006460348,0.0001967066,0.8820319,0.0001367501,0.0003839539,0.000004566409,0.002425389,0.09757801,0.008207393,0.001455566,0.0003724749,0.0007470129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544283,0.00002891552,0.0003079688,0.0002085546,0.0000135714,0.002119189,0.0004225827,0.00005226683,0.04241861],"genre_scores_gemma":[0.9966973,0.000009202825,0.001482972,0.00002103093,0.000009916786,0.000002731055,0.000482945,0.000004509612,0.001289398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06726027,"threshold_uncertainty_score":0.9911137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814301820931216,"score_gpt":0.1916368510026847,"score_spread":0.1734938327933725,"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."}}