{"id":"W1608879395","doi":"10.1029/2011gl047439","title":"Aqueous OH oxidation of ambient organic aerosol and cloud water organics: Formation of highly oxidized products","year":2011,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Toronto","funders":"","keywords":"Glyoxal; Aqueous solution; Aerosol; Chemistry; Environmental chemistry; Mass spectrometry; Organic chemistry; Chromatography","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":[0.0004151539,0.0001023334,0.0001825912,0.00001497792,0.00008795008,0.00001794978,0.0001983296,0.00005221418,0.0004149664],"category_scores_gemma":[0.0001507431,0.00007268936,0.00003125203,0.0002576257,0.0002541972,0.0002523542,0.00004737439,0.0001978007,0.00009823481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007947569,"about_ca_system_score_gemma":0.00002873665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006369554,"about_ca_topic_score_gemma":0.00002294428,"domain_scores_codex":[0.9985478,0.0001440229,0.0002500896,0.0002312385,0.0004767848,0.0003500536],"domain_scores_gemma":[0.9993477,0.0001258236,0.0000676445,0.0002227017,0.0001403533,0.00009580488],"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":[0.0001201107,0.00004406098,0.0004175749,0.0001081238,0.000008484981,0.000004137495,0.001251548,0.000003180684,0.99665,0.00002119218,0.0002679712,0.001103586],"study_design_scores_gemma":[0.0002704165,0.0001701911,0.006009134,0.00002388615,0.000007395971,0.000003650524,0.0001411711,0.0001251478,0.9928762,0.0001982867,0.00008662054,0.0000878766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99865,0.00002635357,0.0001367922,0.0007122971,0.00006491841,0.0002190875,0.000009137817,0.00001507236,0.0001663839],"genre_scores_gemma":[0.9990496,0.00002746862,0.0005815359,0.00006577439,0.0001489732,0.000001884621,0.0000598099,0.000004542759,0.00006043597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005591558,"threshold_uncertainty_score":0.4543591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008538520637435,"score_gpt":0.2342105166885569,"score_spread":0.2041251314821826,"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."}}