{"id":"W2102582118","doi":"10.1073/pnas.0908341107","title":"Light changes the atmospheric reactivity of soot","year":2010,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":357,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Agence de l'Environnement et de la Maîtrise de l'Energie; European Science Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Soot; Troposphere; Combustion; Reactivity (psychology); Chemistry; Pollution; Atmospheric chemistry; Air pollution; Trace gas; Environmental chemistry; Photochemistry; Atmospheric sciences; Organic chemistry; Ozone; 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":[0.001087161,0.00007697254,0.0001224077,0.000003638561,0.000212091,0.00001618158,0.000892619,0.00007471862,0.0002153466],"category_scores_gemma":[0.0003713187,0.00003859519,0.00005710359,0.0005884079,0.0008426801,0.0002477679,0.00004149241,0.000224795,0.000001803752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001708433,"about_ca_system_score_gemma":0.00003002427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000066553,"about_ca_topic_score_gemma":0.000004822969,"domain_scores_codex":[0.9987347,0.000004627695,0.0001844899,0.0001607182,0.0007833015,0.0001321897],"domain_scores_gemma":[0.9992264,0.0001881905,0.0004204544,0.00001176815,0.0001226134,0.00003056222],"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":[0.00001228113,0.00001951228,0.1014013,0.00003713003,0.000008372168,3.270092e-9,0.0001787032,0.00007121174,0.8935663,0.002000298,0.0004407852,0.002264065],"study_design_scores_gemma":[0.00005953871,0.00002878963,0.3583144,0.00002397927,0.000007471117,0.000006928583,0.0001861874,0.000942516,0.630564,0.008634329,0.001172636,0.00005931497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730337,0.00007394532,1.609542e-7,0.005024808,0.00004030802,0.00008607241,0.00001204881,0.000006012871,0.0217229],"genre_scores_gemma":[0.9986404,0.00001824985,0.0008805701,0.0001328965,0.000111855,0.000001035877,1.085331e-7,9.729196e-7,0.0002138668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2630024,"threshold_uncertainty_score":0.310489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325024401916537,"score_gpt":0.2482054108296944,"score_spread":0.224955166810529,"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."}}