{"id":"W4388851347","doi":"10.1029/2023gl103096","title":"Arctic Tropospheric Ozone Trends","year":2023,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Centre National d’Etudes Spatiales; Agence Nationale de la Recherche; Natural Environment Research Council; Sight Research UK","keywords":"Environmental science; Troposphere; Climatology; The arctic; Ozone; Tropospheric ozone; Arctic; Atmospheric sciences; Meteorology; Oceanography; Geography; Geology","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":[0.0003303177,0.0002965514,0.0001447247,0.0006223236,0.0003025967,0.0006632171,0.000141647,0.0001767065,0.001510589],"category_scores_gemma":[0.0004593687,0.00009569784,0.0004069582,0.0008490001,0.00004781629,0.0002872646,0.0003197274,0.0002063101,0.0002995195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007117206,"about_ca_system_score_gemma":0.0005691341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08589418,"about_ca_topic_score_gemma":0.08839784,"domain_scores_codex":[0.9998853,0.00001390663,0.00000999814,0.00004456513,0.00002869022,0.0000175098],"domain_scores_gemma":[0.9997948,0.00002610579,0.00004181894,0.0000185405,0.0001024657,0.00001629905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002864553,0.00005910369,0.840893,0.0004423186,0.0007533492,0.0001329882,0.0003791461,0.08599713,0.006603036,0.002002988,0.01345516,0.04899539],"study_design_scores_gemma":[0.00002680677,0.00007701175,0.9192312,0.0001080348,0.0002501449,0.00007062919,0.0002611882,0.0361107,0.004630234,0.0006770261,0.03852735,0.00002967313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902483,0.001971208,0.003235025,0.00035477,0.0001555036,0.00002308383,0.0743915,0.0004523763,0.01693365],"genre_scores_gemma":[0.980213,0.0007337601,0.001329789,0.00004451586,0.00002093735,0.00001885686,0.01621968,0.00002832846,0.001391169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08589418,"threshold_uncertainty_score":0.1707884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03793661175625185,"score_gpt":0.2942679173715187,"score_spread":0.2563313056152668,"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."}}