{"id":"W2012220990","doi":"10.1038/nchem.988","title":"The role of long-lived reactive oxygen intermediates in the reaction of ozone with aerosol particles","year":2011,"lang":"en","type":"article","venue":"Nature Chemistry","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":201,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Paul Scherrer Institut","keywords":"Chemistry; Aerosol; Ozone; Particulates; Soot; Environmental chemistry; Decomposition; Oxygen; Reactive intermediate; Kinetics; Photochemistry; Chemical physics; Computational chemistry; Organic chemistry; Combustion; Catalysis","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":[0.0001795288,0.00009780328,0.0001179704,0.000001508106,0.00005706545,0.000008536845,0.0002914646,0.0001420265,0.0001254799],"category_scores_gemma":[0.00007513393,0.00004996003,0.00003645316,0.0001442857,0.0002250436,0.00007250305,0.000009053435,0.0003765039,0.000002128134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003533174,"about_ca_system_score_gemma":0.00003405286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002789234,"about_ca_topic_score_gemma":0.000197619,"domain_scores_codex":[0.9993334,0.00002284382,0.0001692213,0.0001398216,0.0001831708,0.0001515206],"domain_scores_gemma":[0.9993269,0.0001941339,0.0001758382,0.0002238502,0.00004758803,0.00003169829],"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":[0.0005494985,0.00008891264,0.1977735,0.00006070839,0.00004966127,0.00001323936,0.002577449,0.000009414203,0.7916847,0.000004457715,0.00003947098,0.007148906],"study_design_scores_gemma":[0.0001480179,0.00003064398,0.1281195,0.00003508422,0.00001294833,0.0000148076,0.003665077,0.00003478943,0.8676426,0.0001757396,0.00005931995,0.00006150096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888371,0.0009791775,0.000001299675,0.00004897151,0.00002196648,0.0000736913,0.00001159234,0.000007569214,0.01001863],"genre_scores_gemma":[0.9997128,0.00005102994,0.00008917235,0.00001773804,0.0000472803,0.000002575616,0.00002299902,0.000002341611,0.00005409568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07595781,"threshold_uncertainty_score":0.2037311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007577511685541763,"score_gpt":0.1927266679365152,"score_spread":0.1851491562509734,"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."}}