{"id":"W2095494185","doi":"10.1016/s1352-2310(03)00149-3","title":"Processing of unsaturated organic acid films and aerosols by ozone","year":2003,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Camille and Henry Dreyfus Foundation; National Science Foundation","keywords":"Ozonolysis; Ozone; Aerosol; Chemistry; Environmental chemistry; Particle (ecology); Atmospheric chemistry; Organic compound; Mass spectrometry; Chemical composition; Infrared spectroscopy; Organic chemistry; Photochemistry; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001154557,0.000191119,0.0002183044,3.574523e-7,0.0001158891,0.00002543432,0.0001141844,0.0000894103,0.009385291],"category_scores_gemma":[0.00002050099,0.0001630457,0.00003144737,0.0001442319,0.0001788521,0.0001299466,0.00001192047,0.0001152022,0.00005595534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000659721,"about_ca_system_score_gemma":0.00002230548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005004753,"about_ca_topic_score_gemma":0.000004192867,"domain_scores_codex":[0.998899,0.00003905656,0.0002560806,0.0003163077,0.0002129933,0.0002764984],"domain_scores_gemma":[0.9994928,0.00003405085,0.0001423506,0.000186702,0.000006466621,0.0001376608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006799589,0.0002256153,0.6945289,0.0001833587,0.00009856516,0.00002465932,0.0006022431,0.004088391,0.2740006,0.00001518273,0.002046457,0.02411808],"study_design_scores_gemma":[0.00551294,0.001625,0.3560589,0.000266318,0.0003552242,0.0003057456,0.004661628,0.02501812,0.5276388,0.0006058381,0.07429029,0.00366118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989965,0.00550499,0.001763841,0.00004557322,0.00004153569,0.0001399393,0.00001581131,0.00002660985,0.002496728],"genre_scores_gemma":[0.9782279,0.0004071114,0.02019094,0.00009611819,0.000009119528,0.000001956406,0.00003874316,0.000007669253,0.00102044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33847,"threshold_uncertainty_score":0.9915203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004784652588260181,"score_gpt":0.1637951534164592,"score_spread":0.159010500828199,"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."}}