{"id":"W2511217667","doi":"10.5194/acp-17-2103-2017","title":"Nitrate radicals and biogenic volatile organic compounds: oxidation, mechanisms, and organic aerosol","year":2017,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":610,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; York University","funders":"Climate Program Office; Division of Chemistry; Pacific Northwest National Laboratory; Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada; Office of Research and Development; College of Engineering, Georgia Institute of Technology; Directorate for Geosciences; CHIST-ERA; Agence Nationale de la Recherche; Max-Planck-Gesellschaft; Deutsche Forschungsgemeinschaft; National Oceanic and Atmospheric Administration; Sight Research UK; U.S. Environmental Protection Agency; U.S. Department of Energy; National Science Foundation","keywords":"Aerosol; Chemistry; Radical; Environmental chemistry; Nitrate; Photochemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001257999,0.0003029258,0.0003155341,1.026751e-7,0.0009623062,0.0003880059,0.0002584576,0.0001573523,0.003195012],"category_scores_gemma":[0.00004152593,0.0002839475,0.0000402879,0.00008235176,0.0004273606,0.0003643306,0.00006353421,0.0002078052,0.0000265287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005739115,"about_ca_system_score_gemma":0.00006251517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002161098,"about_ca_topic_score_gemma":0.00003124619,"domain_scores_codex":[0.9987335,0.00001976005,0.0002380884,0.0005110485,0.000172376,0.0003251925],"domain_scores_gemma":[0.9989347,0.00009554722,0.0002055204,0.0004391878,0.00003893563,0.0002860808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007958425,0.00007263217,0.08588892,0.0003782769,0.000172743,0.00002908849,0.0003108023,0.0000207878,0.8392239,0.00008839077,0.0004348856,0.07329997],"study_design_scores_gemma":[0.004448179,0.0002783418,0.1274389,0.0002693989,0.0004672761,0.0006705083,0.000847513,0.0396149,0.7877429,0.03158741,0.00359076,0.003043956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955928,0.0009087655,0.001153672,0.0001691821,0.0000564758,0.0001152434,0.00003109976,0.00005550056,0.001917277],"genre_scores_gemma":[0.9920158,0.0006706591,0.005448248,0.0001209045,0.0002307935,0.000002040647,0.00009476842,0.0000129063,0.001403908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07025602,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008192709344872618,"score_gpt":0.1984226362534885,"score_spread":0.1902299269086159,"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."}}