{"id":"W3115358974","doi":"10.7916/d8rj4vm9","title":"Ozone hole and Southern Hemisphere climate change","year":2009,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Climatology; Southern Hemisphere; Ozone depletion; Environmental science; Northern Hemisphere; Meteorology; Geography; Ozone; Geology; Oceanography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000154388,0.0002104147,0.0002903951,0.00001274849,0.0005776172,0.00008299761,0.0005659601,0.0003258041,0.001997554],"category_scores_gemma":[0.00001082523,0.0003681601,0.00009181139,0.000495375,0.0004840179,0.0004339272,0.0006453923,0.0005922752,0.0002488404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382859,"about_ca_system_score_gemma":0.000008080575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01132414,"about_ca_topic_score_gemma":0.02024927,"domain_scores_codex":[0.9981984,0.00007614398,0.0002165024,0.0005936825,0.0002760213,0.0006391775],"domain_scores_gemma":[0.9990578,0.00003593295,0.0001432237,0.0004004955,0.000004900513,0.0003576056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003637881,0.0001355018,0.9085366,0.00001053626,0.00001728783,0.00008344885,0.0006860614,0.0004276588,0.0007050454,0.00006076405,0.004432843,0.08486792],"study_design_scores_gemma":[0.001356825,0.0003011529,0.865171,0.00007605879,0.0001470501,0.00004342583,0.002134284,0.005604171,0.000007000876,0.0009352166,0.1232001,0.001023676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633202,0.0001131425,0.0001578224,0.0003894312,0.0000616842,0.0004144505,0.00002813555,0.0001670152,0.03534809],"genre_scores_gemma":[0.9642915,0.0007012747,0.001363974,0.0006581791,0.00005702925,0.000003564104,0.000009152815,0.0000312197,0.03288408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187673,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069969810156556,"score_gpt":0.1842495869464585,"score_spread":0.1735498888448929,"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."}}