{"id":"W2063668679","doi":"10.1038/nature13767","title":"High winter ozone pollution from carbonyl photolysis in an oil and gas basin","year":2014,"lang":"en","type":"article","venue":"Nature","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":424,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Memorial University of Newfoundland","funders":"","keywords":"Ozone; Environmental science; NOx; Air quality index; Pollution; Pollutant; Fossil fuel; Air pollution; Environmental chemistry; Atmospheric sciences; Meteorology; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008963955,0.0001257575,0.0001342124,0.000005813674,0.00004333125,0.00001692427,0.0001212153,0.0004443738,0.0006217866],"category_scores_gemma":[0.0000129522,0.0001122908,0.00002489072,0.0001025559,0.0001195207,0.0001670597,0.0001018591,0.0005658526,0.00003649354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156383,"about_ca_system_score_gemma":0.000001362107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002415837,"about_ca_topic_score_gemma":0.001164731,"domain_scores_codex":[0.9991695,0.00004854332,0.0001074823,0.0003135448,0.0001835174,0.0001773726],"domain_scores_gemma":[0.9996601,0.00001711648,0.00003635622,0.0002016777,9.053458e-7,0.00008387366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211767,0.0002690029,0.7245181,0.000007240642,0.000020394,0.00002021484,0.0009872302,0.01761672,0.03000112,0.0001468273,0.0004953855,0.2257966],"study_design_scores_gemma":[0.0006859966,0.00008352623,0.9543559,0.00001585007,0.00002351423,0.000003103435,0.000146646,0.03727037,0.000426597,0.001199437,0.005497436,0.0002916283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973381,0.00007471734,0.0003839984,0.0006935826,0.0001035677,0.00002475939,0.000005563362,0.00002032972,0.001355359],"genre_scores_gemma":[0.9916322,0.00005496976,0.006177089,0.001470895,0.00005129174,0.000003981569,0.00001743585,0.00001368652,0.0005784637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298378,"threshold_uncertainty_score":0.6808128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002096738330594788,"score_gpt":0.1787959098971926,"score_spread":0.1766991715665978,"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."}}