{"id":"W4282822399","doi":"10.1002/essoar.10511590.1","title":"An Examination of the Recent Stability of Ozonesonde Global Network Data","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Electronic mail; World Wide Web; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004554637,0.0002056612,0.0002244191,0.002804795,0.0004626038,0.001109114,0.0004820424,0.0003387024,0.0004848824],"category_scores_gemma":[0.01309286,0.0001566016,0.0003251735,0.005222047,0.0003519003,0.0009472584,0.0006940551,0.0006567558,0.0002132042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142553,"about_ca_system_score_gemma":0.0006528243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02157929,"about_ca_topic_score_gemma":0.03272115,"domain_scores_codex":[0.9981722,0.0002321273,0.0002873802,0.0004896151,0.0007007332,0.0001179223],"domain_scores_gemma":[0.9868098,0.001832596,0.003947926,0.001317929,0.005846364,0.0002454295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014003,0.00004119242,0.8995433,0.0002691791,0.000309952,0.0001907492,0.0009702122,0.003034824,0.006277345,0.002013248,0.006395175,0.08081468],"study_design_scores_gemma":[0.000002916231,0.00005841603,0.9718266,0.00005933906,0.00004992987,0.0001653065,0.0002902102,0.002084309,0.002826371,0.0001920255,0.02242427,0.00002020243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519297,0.002952725,0.009883433,0.002736171,0.0002925248,0.000117266,0.02260832,0.000307964,0.009171898],"genre_scores_gemma":[0.9738954,0.000893195,0.005517534,0.0003383836,0.0001523372,0.00004726358,0.01794785,0.00007914043,0.001128904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02157929,"threshold_uncertainty_score":0.04290736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05444229491188313,"score_gpt":0.2749375539636157,"score_spread":0.2204952590517326,"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."}}