{"id":"W4391917220","doi":"10.1016/j.scitotenv.2024.171053","title":"Variations of oxidative potential of PM2.5 in a medium-sized residential city in South Korea measured using three different chemical assays","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Korea Environmental Industry and Technology Institute; National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; Ministry of Environment","keywords":"Dithiothreitol; Ascorbic acid; Chemistry; Environmental chemistry; Glutathione; Oxidative phosphorylation; Food science; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001586486,0.0003933125,0.0002319163,0.0006770277,0.0005605611,0.0004486283,0.0003934822,0.0003438449,0.0004598831],"category_scores_gemma":[0.0001885345,0.0002693081,0.000331728,0.0008972971,0.000288552,0.0003023749,0.0003569695,0.0002854866,0.00009797805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004207084,"about_ca_system_score_gemma":0.0003509184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01782249,"about_ca_topic_score_gemma":0.02973621,"domain_scores_codex":[0.9997763,0.0000342954,0.00001758517,0.00009027703,0.00004234893,0.00003920568],"domain_scores_gemma":[0.999777,0.00002172089,0.00006387968,0.00001229214,0.00007716943,0.00004798016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005913257,0.0002003542,0.9267668,0.00005386663,0.0001829337,0.0005163302,0.001024968,0.0005379858,0.06567506,0.00006976587,0.000178535,0.004202069],"study_design_scores_gemma":[0.000008984052,0.0001712422,0.9924021,0.000002919071,0.00008498799,0.0001885368,0.001267574,0.0006590555,0.004961018,0.00003561424,0.0002045867,0.00001340843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995692,0.00002120782,0.0001107706,0.00000871244,0.000001925223,0.000004654431,0.0001340585,0.000003261157,0.0001460625],"genre_scores_gemma":[0.9994562,0.00002067417,0.0001673161,0.000008866405,0.000001792581,0.000006944358,0.0001521613,9.689489e-7,0.0001851342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01782249,"threshold_uncertainty_score":0.03543752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115378422520885,"score_gpt":0.2771376984846365,"score_spread":0.2359839142594277,"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."}}