{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285486,0.0001800114,0.0002733714,0.00001811846,0.0002740103,0.0000494217,0.001029288,0.0002769667,0.0001991947],"category_scores_gemma":[0.0002407109,0.0001621363,0.00006354489,0.000624059,0.0001647853,0.0003465789,0.0002041146,0.0009527513,0.0001834689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002985622,"about_ca_system_score_gemma":0.00007757102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004860245,"about_ca_topic_score_gemma":0.09166346,"domain_scores_codex":[0.998087,0.0005126603,0.0004730521,0.0002940479,0.0002505945,0.0003826566],"domain_scores_gemma":[0.9974403,0.0004429127,0.0001538584,0.001645588,0.0001142301,0.0002030986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001832472,0.00009224573,0.9888447,0.000009686545,0.000009572034,0.000001740461,0.0002837785,0.003147032,0.00001623766,0.0005645812,0.00001582756,0.006996277],"study_design_scores_gemma":[0.0002784469,0.00003091034,0.9639997,0.00001523174,0.00001378697,0.000004618169,0.0003365602,0.03131115,0.000008397503,0.001497091,0.002299975,0.0002040562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846686,0.002878889,0.0005663513,0.001390381,0.0002269873,0.000256907,0.0000483145,0.0001272133,0.009836378],"genre_scores_gemma":[0.9821573,0.0004780705,0.01670328,0.000452255,0.0000359328,0.000006354693,0.0001432724,0.000006958491,0.00001656413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08680321,"threshold_uncertainty_score":0.9249113,"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."}}