{"id":"W4303982975","doi":"10.5194/acp-2022-680","title":"Indicators of the ozone recovery for selected sites in the Northern Hemisphere mid-latitudes derived from various total column ozone datasets (1980–2020)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stratosphere; Ozone; Environmental science; Northern Hemisphere; Latitude; Ozone layer; Atmospheric sciences; Ozone depletion; Series (stratigraphy); Climatology; Southern Hemisphere; Meteorology; Geography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004718459,0.0001771524,0.0001426603,0.001217041,0.0001345288,0.0003534644,0.0001438623,0.0002037119,0.0004429426],"category_scores_gemma":[0.0007133638,0.00007084043,0.000208031,0.001175923,0.00008924188,0.0003113849,0.0002011896,0.0001556405,0.0001409302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000529846,"about_ca_system_score_gemma":0.0003705182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03715212,"about_ca_topic_score_gemma":0.07056717,"domain_scores_codex":[0.9998953,0.00001418426,0.00001225901,0.00002655519,0.00003320881,0.0000183601],"domain_scores_gemma":[0.9996141,0.00004202197,0.0001477449,0.00002552938,0.0001287499,0.00004189692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001773131,0.00003985664,0.9806123,0.00005399535,0.0001040868,0.00004930131,0.00006750205,0.002528592,0.003166072,0.00007722765,0.001026479,0.01209734],"study_design_scores_gemma":[0.000003234146,0.00001314591,0.9963514,0.00000365335,0.00001587895,0.0000144313,0.00004033123,0.002399759,0.0006474585,0.00001633405,0.0004915248,0.000002925879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922146,0.0001981446,0.0007086808,0.00003817401,0.000005244881,0.000009151309,0.005967435,0.00004761491,0.0008109416],"genre_scores_gemma":[0.9850873,0.00009395572,0.001222041,0.00001324689,0.000008351173,0.00001843354,0.01326429,0.000005870559,0.0002865446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03715212,"threshold_uncertainty_score":0.07387173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075575252925637,"score_gpt":0.2194970857960117,"score_spread":0.2087413332667554,"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."}}