{"id":"W2000999944","doi":"10.1126/science.1087440","title":"Simulation of Recent Southern Hemisphere Climate Change","year":2003,"lang":"en","type":"article","venue":"Science","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":633,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Stratosphere; Southern Hemisphere; Climatology; Northern Hemisphere; Environmental science; Climate change; Ozone depletion; Climate model; Atmospheric sciences; Circumpolar star; Ozone layer; Latitude; Seasonality; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004736689,0.00006262009,0.00008008107,0.00000879167,0.0001497236,0.00002343948,0.0001652858,0.00002220165,0.005679068],"category_scores_gemma":[0.00009840687,0.00004876961,0.00001968279,0.0005568581,0.0002050501,0.0002475484,0.00000726147,0.00003779438,0.0003089277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003232464,"about_ca_system_score_gemma":0.00004664223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009800083,"about_ca_topic_score_gemma":0.0001156086,"domain_scores_codex":[0.9991003,0.00002128352,0.000128278,0.0001832391,0.0002889803,0.0002778883],"domain_scores_gemma":[0.9995874,0.00004499108,0.00007552309,0.0001505423,0.00006349698,0.00007803217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000194291,0.0000273667,0.7134994,0.00002727426,0.000002719781,0.000003419672,0.001633807,0.05337558,0.0005596273,0.0003456362,0.0000073452,0.2304984],"study_design_scores_gemma":[0.0008766065,0.0004560852,0.5696112,0.00008862012,0.00003443372,0.00001320181,0.007969479,0.3681526,0.006690789,0.003790911,0.04144587,0.0008701325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567294,0.0003708008,0.0001589759,0.00004667604,0.0002247846,0.0001057812,0.00002055999,0.00002483955,0.04231814],"genre_scores_gemma":[0.9986602,0.0001318039,0.001026764,0.0001053481,0.00002011692,4.546299e-7,0.000002413606,0.000001398869,0.00005151323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3147771,"threshold_uncertainty_score":0.9952299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03622330047324782,"score_gpt":0.2569681231351786,"score_spread":0.2207448226619308,"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."}}