{"id":"W2738317127","doi":"10.5194/acp-18-357-2018","title":"Coupling of organic and inorganic aerosol systems and the effect on gas–particle partitioning in the southeastern US","year":2018,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Aerosol; Particle (ecology); Coupling (piping); Chemical physics; Environmental chemistry; Environmental science; Atmospheric sciences; Chemistry; Materials science; Physics; Geology; Oceanography; Organic chemistry; Metallurgy","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":[],"consensus_categories":[],"category_scores_codex":[0.0003270341,0.0001465447,0.000203211,5.692577e-8,0.000211812,0.00008176217,0.0001166583,0.00005242763,0.0001232559],"category_scores_gemma":[0.00003197352,0.00008620416,0.00002292865,0.0001633767,0.0004988433,0.00006712747,0.00001696682,0.0001488822,0.000006833422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002114879,"about_ca_system_score_gemma":0.00001401161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000253051,"about_ca_topic_score_gemma":0.0000224741,"domain_scores_codex":[0.9992471,0.00003774479,0.0001789631,0.0002139665,0.0001345306,0.0001877465],"domain_scores_gemma":[0.9992384,0.0004174141,0.00008782194,0.0001873331,0.00001695179,0.00005211609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005546813,0.00005137168,0.9403659,0.0005451177,0.00007661083,0.000009117506,0.004527851,0.002632031,0.03889516,0.00006965537,0.0000284652,0.01224404],"study_design_scores_gemma":[0.007758107,0.00111889,0.1089083,0.0006722189,0.0002814246,0.000242341,0.006356868,0.6613846,0.211092,0.0009034821,0.0002514068,0.001030352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982792,0.000637547,0.00006497118,0.00006507504,0.00002912128,0.0001438596,0.000005519239,0.00001114055,0.0007636254],"genre_scores_gemma":[0.9995335,0.00005101702,0.00004775608,0.00005206854,0.0001941128,0.000003682096,0.000006116783,0.000004444196,0.00010724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8314576,"threshold_uncertainty_score":0.3515303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006143909535957888,"score_gpt":0.18945052746226,"score_spread":0.1833066179263021,"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."}}