{"id":"W2902963984","doi":"10.3390/environments6020017","title":"Formation of Secondary Organic Aerosols by Germicidal Ultraviolet Light","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ultraviolet; Aerosol; Toluene; Relative humidity; Particle (ecology); Chemistry; Particulates; Particle number; Scanning mobility particle sizer; Nucleation; Ultraviolet light; Environmental chemistry; Particle size; Photochemistry; Materials science; Particle-size distribution; Meteorology; Organic chemistry; Optoelectronics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001139545,0.0003121851,0.0002048227,0.0001605542,0.000154446,0.0002949352,0.0001528456,0.0002433038,0.0007166803],"category_scores_gemma":[0.0001672376,0.0001546082,0.0004105193,0.00008555625,0.0001613131,0.0001106063,0.0001955329,0.0002211894,0.0001424975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238334,"about_ca_system_score_gemma":0.00014258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140905,"about_ca_topic_score_gemma":0.00124649,"domain_scores_codex":[0.9998356,0.00002228884,0.000007525229,0.00003225479,0.00006943652,0.00003280897],"domain_scores_gemma":[0.999877,0.00002643897,0.00003519826,0.0000125501,0.00003001734,0.00001885789],"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":[0.00002901343,0.000006325176,0.0005010286,0.00002018841,0.000004114893,0.00003880498,0.00001451824,0.00003091142,0.9987728,0.000008685222,0.00000841048,0.0005650901],"study_design_scores_gemma":[0.000005522489,0.0002897304,0.009917949,0.000003434762,0.000009593395,0.00008993224,0.00002921034,0.000348938,0.9889455,0.00001510376,0.0003421814,0.000002944625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969091,0.0005934936,0.001736491,0.000009501324,0.00001560331,0.00001634972,0.00004843298,0.00002249481,0.0006486144],"genre_scores_gemma":[0.9980012,0.0002998093,0.0008930066,0.00001824236,0.00000611152,0.00001170508,0.00007630674,0.000005485499,0.0006882576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001140905,"threshold_uncertainty_score":0.002397537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007966560806589194,"score_gpt":0.2278477797552307,"score_spread":0.2198812189486415,"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."}}