{"id":"W2114281599","doi":"10.1029/2008jd010486","title":"Transition metal‐catalyzed oxidation of atmospheric sulfur: Global implications for the sulfur budget","year":2009,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":344,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sulfate; Sulfur; Environmental chemistry; Sulfate aerosol; Catalysis; Aerosol; Chemistry; Chemical transport model; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026418,0.00017063,0.0003721965,0.000001959254,0.0003520595,0.00008918724,0.0006674239,0.00009379656,0.0004114347],"category_scores_gemma":[0.0005046401,0.0001098309,0.0003525975,0.0008473346,0.0003062315,0.0004217316,0.00001313566,0.0003401053,0.00001849581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003051774,"about_ca_system_score_gemma":0.0002927469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005220909,"about_ca_topic_score_gemma":0.0001252941,"domain_scores_codex":[0.9978136,0.0001547972,0.0006003681,0.0002231294,0.0007366092,0.0004714394],"domain_scores_gemma":[0.9971389,0.001213272,0.0003442004,0.0003116339,0.0007655259,0.0002265165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004816838,0.001512286,0.02651075,0.0002349062,0.000841836,0.00002874761,0.0009392807,0.01715089,0.3828642,0.005713111,0.01781907,0.541568],"study_design_scores_gemma":[0.001855376,0.002085806,0.908893,0.00009849487,0.0001931934,0.00007611409,0.001216276,0.005224079,0.0272226,0.04859963,0.004194755,0.0003405966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984772,0.00121292,0.009052929,0.003729054,0.0000751988,0.0003587539,0.00008659958,0.0000125456,0.0007000364],"genre_scores_gemma":[0.9931683,0.0001818395,0.005913031,0.00008706318,0.0004611499,0.000003573754,0.00003695228,0.000004567404,0.0001435271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8823823,"threshold_uncertainty_score":0.4504921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077695098395871,"score_gpt":0.3117447122408681,"score_spread":0.2809677612569094,"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."}}