{"id":"W2039838151","doi":"10.1002/2014eo210009","title":"Observing trends in total ozone and extreme ozone events","year":2014,"lang":"en","type":"article","venue":"Eos","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone; Montreal Protocol; Stratosphere; Ozone layer; Atmospheric sciences; Environmental science; Ozone depletion; Meteorology; Climatology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001728649,0.00008814,0.0001258703,0.00001578276,0.00005776111,0.00001761566,0.00007731084,0.00004137091,0.002511583],"category_scores_gemma":[0.00001492567,0.00007470329,0.00002191985,0.0001730058,0.00002049417,0.0001831988,0.00001422614,0.00007649401,0.0001325077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002034064,"about_ca_system_score_gemma":0.000004565839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312051,"about_ca_topic_score_gemma":0.002520281,"domain_scores_codex":[0.9993004,0.00004108337,0.0001334432,0.0001780638,0.0001184594,0.0002285483],"domain_scores_gemma":[0.999736,0.00004229471,0.00002424856,0.0001138429,0.000005380417,0.00007829511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009301077,0.000009038256,0.7297867,0.000005136446,0.00000301878,0.000005169942,0.0001294833,0.0001273059,0.00002709664,0.00001134462,0.0001516201,0.2697348],"study_design_scores_gemma":[0.0002371804,0.00006800271,0.9828146,0.00001204173,0.00000420225,0.000009196089,0.00009630271,0.01487941,0.000007278235,0.0001927897,0.001571362,0.0001076413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845951,0.0004041393,0.00007473596,0.0001874876,0.000135186,0.00003120143,0.00000506111,0.00002459127,0.01454249],"genre_scores_gemma":[0.9976072,0.00004041372,0.0007642659,0.000119225,0.00008251634,5.806232e-7,0.00002670557,0.000002770681,0.001356375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2696271,"threshold_uncertainty_score":0.9984003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379213158662002,"score_gpt":0.2159929748652567,"score_spread":0.1922008432786367,"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."}}