{"id":"W2062401828","doi":"10.1029/2008gl034250","title":"Relative importance of dynamical and chemical contributions to Arctic wintertime ozone","year":2008,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Ozone; Diabatic; Polar vortex; Atmospheric sciences; Chemical transport model; Arctic; Environmental science; Climatology; Ozone depletion; Ozone layer; Stratosphere; Vortex; Flux (metallurgy); Meteorology; Oceanography; Geology; Chemistry; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002227546,0.0001000633,0.0002165652,0.0000237976,0.0001561445,0.00001369298,0.0001716379,0.00004626899,0.0003330083],"category_scores_gemma":[0.0004628298,0.00008204164,0.00005878702,0.0004109525,0.000680623,0.0001462739,0.0000513039,0.0003687848,0.0003327258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001943345,"about_ca_system_score_gemma":0.00004376518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397306,"about_ca_topic_score_gemma":0.00006394258,"domain_scores_codex":[0.9983817,0.0001105459,0.0001989542,0.0002921004,0.0005054287,0.0005112961],"domain_scores_gemma":[0.9988015,0.0005638569,0.0000318021,0.0001823739,0.0001216897,0.0002987972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009416883,0.0003107171,0.8519381,0.00009192844,0.0001908145,0.0004516259,0.001859637,0.0001735642,0.1245734,0.002705401,0.01041103,0.006352115],"study_design_scores_gemma":[0.0005000121,0.0004005393,0.9901053,0.00004590171,0.00001226864,0.00003281579,0.0001019885,0.003694973,0.001399652,0.003082464,0.0004049109,0.0002192004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911851,0.00006262134,0.0003917389,0.007518544,0.00002488655,0.0001744435,0.00006866211,0.00001636211,0.0005576637],"genre_scores_gemma":[0.9981996,0.00001784391,0.0009741107,0.0005763365,0.00008684297,0.000003723381,0.00003006675,0.000003574095,0.0001078574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381672,"threshold_uncertainty_score":0.4276628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027158242686448,"score_gpt":0.287765495226324,"score_spread":0.2674939127994595,"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."}}