{"id":"W7111283080","doi":"10.1021/acs.est.4c09631.s001","title":"Photochemical Productionof Singlet Oxygen by TorontoRoad Dust","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Particulates; Singlet oxygen; Road dust; Aqueous solution; Atmosphere (unit); Pollution; Pollutant; Aerosol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007290013,0.0002471101,0.0001150849,0.0002744113,0.0005694485,0.0003970628,0.0001860043,0.0001984792,0.00128949],"category_scores_gemma":[0.0001199354,0.0001214214,0.0001549726,0.0003492513,0.0002520781,0.0001309269,0.0001603793,0.0001730392,0.0002145857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417481,"about_ca_system_score_gemma":0.0007807673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.259164,"about_ca_topic_score_gemma":0.4032493,"domain_scores_codex":[0.9998103,0.0000131572,0.000005797778,0.00005207714,0.00007760566,0.000041036],"domain_scores_gemma":[0.9999112,0.000007799098,0.00001963678,0.000005525823,0.00004492507,0.00001086976],"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":[0.0001521844,0.00002164624,0.05419313,0.0001335601,0.00004100579,0.0001426422,0.0004793772,0.0003817916,0.9387628,0.0001081394,0.0004954136,0.005088322],"study_design_scores_gemma":[0.0000104293,0.0002308868,0.6290885,0.00001192564,0.00004400217,0.0001361493,0.0009903213,0.001411858,0.3638486,0.00006337684,0.004150198,0.00001380822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969182,0.0002886896,0.0005170835,0.00002080586,0.000004023706,0.00001132799,0.0006294835,0.00001544816,0.001594828],"genre_scores_gemma":[0.9969317,0.0002080752,0.0003114866,0.0000190941,0.000002711173,0.000007216652,0.0009034204,0.000003220833,0.001613075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.740836,"threshold_uncertainty_score":0.515311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317099025963018,"score_gpt":0.3098127874751246,"score_spread":0.2666417972154944,"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."}}