{"id":"W2265016274","doi":"10.1038/ncomms8105","title":"Climate variability modulates western US ozone air quality in spring via deep stratospheric intrusions","year":2015,"lang":"en","type":"article","venue":"Nature Communications","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Park Service; National Oceanic and Atmospheric Administration; Princeton University; National Aeronautics and Space Administration","keywords":"Ozone layer; Ozone; Volcano; Ozone depletion; Environmental science; Atmospheric sciences; Intrusion; Spring (device); Stratosphere; Air quality index; Climatology; Tropospheric ozone; Troposphere; Geology; Meteorology; Geography","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":[0.0001386476,0.0001313697,0.0001363597,0.0001517247,0.0001879332,0.0005299266,0.0001482355,0.0002210481,0.001060703],"category_scores_gemma":[0.0004921143,0.0001385529,0.0002346648,0.000221742,0.0001629428,0.0002489836,0.0003508733,0.0001988694,0.00008719422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004337859,"about_ca_system_score_gemma":0.0003047577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04515874,"about_ca_topic_score_gemma":0.04443843,"domain_scores_codex":[0.9999515,0.00001352281,0.000002257966,0.00001163763,0.000005151381,0.000016016],"domain_scores_gemma":[0.9998782,0.00003689194,0.00003223134,0.000009934805,0.00001439003,0.00002833112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003494356,0.0001987958,0.9357498,0.00002568814,0.0001688721,0.0002014803,0.0003801681,0.03095737,0.02425248,0.0007200473,0.001299385,0.005696445],"study_design_scores_gemma":[0.00001919641,0.00005356276,0.9613689,0.00000400654,0.00002484361,0.00002228609,0.0001863584,0.03681417,0.000854724,0.0002820674,0.0003612527,0.000008717402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993812,0.0000166786,0.00008095187,0.00005760847,0.000002043274,0.000001512501,0.0001263824,0.00001220624,0.0003214221],"genre_scores_gemma":[0.9997835,0.00001635676,0.00003845662,0.000009607419,9.869158e-7,0.000001083638,0.00008295224,0.000002469101,0.00006454298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04515874,"threshold_uncertainty_score":0.08979177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678721989831313,"score_gpt":0.2895070815219201,"score_spread":0.262719861623607,"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."}}