{"id":"W238384548","doi":"","title":"Trends From the Long-Term Data Record and Models: What do They Tell us About our Ability to Predict Ozone Recovery?","year":2005,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stratosphere; Ozone layer; Ozone; Ozone depletion; Montreal Protocol; Environmental science; Atmospheric sciences; Climatology; Sulfate aerosol; Volcano; Aerosol; Meteorology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123593,0.0002559956,0.0002635867,0.00001643666,0.0003026004,0.0005884789,0.0007438955,0.0001092231,0.0001291842],"category_scores_gemma":[0.0001810257,0.0001833187,0.00005445746,0.0001337183,0.00003869213,0.00145259,0.0001551124,0.0002988969,0.0001476101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001254852,"about_ca_system_score_gemma":0.00003600156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03310467,"about_ca_topic_score_gemma":0.05681638,"domain_scores_codex":[0.9978587,0.00009504181,0.0004657102,0.0007332835,0.0003365271,0.0005107124],"domain_scores_gemma":[0.9980815,0.0004277246,0.0001966199,0.00101927,0.00003024129,0.000244643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004181113,0.00001716349,0.5844766,0.000009342551,0.00001958911,0.00000905139,0.000264252,0.03929694,0.00001670338,3.578479e-7,0.0001320301,0.3757161],"study_design_scores_gemma":[0.0001959116,0.00006017221,0.9885387,0.0002646975,0.00004745365,0.000005993147,0.0003202348,0.008761602,0.00002862746,0.00008133669,0.001448777,0.0002465033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893294,0.003444209,0.00002666251,0.0009930227,0.0004584976,0.0001536266,0.0001706968,0.00009950167,0.005324395],"genre_scores_gemma":[0.9919433,0.002797785,0.003989206,0.0004295994,0.0006050973,0.000001618688,0.000114232,0.00001234742,0.0001068358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.404062,"threshold_uncertainty_score":0.973334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275801865102037,"score_gpt":0.2472621545860056,"score_spread":0.2145041359349853,"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."}}