{"id":"W7106719924","doi":"10.1016/j.cclet.2025.112175","title":"Interfacial chemistry of trifluoroacetic acid and SO3: Unanticipated pathways contributing to aerosols in polluted marine atmospheres","year":2025,"lang":"en","type":"article","venue":"Chinese Chemical Letters","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Science Fund for Distinguished Young Scholars; National Natural Science Foundation of China","keywords":"Aerosol; Particulates; Trifluoroacetic acid; Sulfuric acid; Condensation; Cloud condensation nuclei; Atmospheric chemistry; Sea salt aerosol","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":[0.0001604869,0.0003800715,0.000138235,0.0003117236,0.0003898541,0.0003988772,0.0002960677,0.0005260442,0.001524624],"category_scores_gemma":[0.0002095418,0.0001156368,0.0002667989,0.0001102124,0.0002552981,0.0004105917,0.000327554,0.0002519654,0.0002398162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004462101,"about_ca_system_score_gemma":0.0003464605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006765424,"about_ca_topic_score_gemma":0.003170545,"domain_scores_codex":[0.9998925,0.00001029164,0.000004032045,0.00002121577,0.0000231784,0.00004882436],"domain_scores_gemma":[0.9999096,0.00001714396,0.0000211388,0.000005097216,0.00003379179,0.00001323889],"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":[0.0005082225,0.00002920672,0.01114574,0.0001481994,0.00004025222,0.0005233246,0.0001727371,0.001005362,0.9807824,0.001030545,0.0002557688,0.004358224],"study_design_scores_gemma":[0.0000305325,0.0003359875,0.04827176,0.00001986185,0.0000745729,0.000399346,0.001105726,0.01151633,0.9334736,0.001277868,0.003465877,0.00002862063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996392,0.0008733555,0.001049524,0.0001132266,0.00002302468,0.00001016941,0.0001350252,0.00002341235,0.001380158],"genre_scores_gemma":[0.9986426,0.0003504188,0.0002379875,0.00002907432,0.00001015896,0.000003767532,0.0001008924,0.00000342531,0.0006216725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006765424,"threshold_uncertainty_score":0.01345211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006747995668134543,"score_gpt":0.2475410437776368,"score_spread":0.2407930481095022,"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."}}