{"id":"W4236675497","doi":"10.5194/acp-2018-326","title":"Tropospheric sources and sinks of gas-phase acids in the Colorado Front Range","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Colorado Department of Public Health and Environment","keywords":"Chemistry; Troposphere; Environmental chemistry; Peroxyacetyl nitrate; Photochemistry; Formic acid; Ozone; Valeric acid; NOx; Butyric acid; Atmospheric sciences; Organic chemistry","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":[0.0001567423,0.0002183953,0.0002827853,0.0008000382,0.001435606,0.0006647916,0.0003353759,0.0004646072,0.001163083],"category_scores_gemma":[0.0002661668,0.0002190397,0.0001547631,0.0005835184,0.0002608907,0.000523262,0.000439009,0.0002677398,0.0001799166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808967,"about_ca_system_score_gemma":0.000893779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3710382,"about_ca_topic_score_gemma":0.4787069,"domain_scores_codex":[0.9997903,0.00001116551,0.000005135728,0.00008014828,0.00005407301,0.00005921334],"domain_scores_gemma":[0.9996932,0.00002237287,0.00004927374,0.00001543776,0.0001820648,0.00003768808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003786719,0.0001574981,0.8789122,0.00009593143,0.0001276367,0.000306649,0.0007553584,0.0008951263,0.1059743,0.0001732587,0.001077121,0.01114636],"study_design_scores_gemma":[0.00001259905,0.00004267291,0.9851076,0.00002641205,0.00003146725,0.00007039667,0.0007051837,0.002010277,0.009426174,0.00005416471,0.002503307,0.000009740461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964899,0.0003210119,0.0002551709,0.00005739564,0.000005252181,0.00001660498,0.0008317131,0.00001589545,0.002006914],"genre_scores_gemma":[0.997408,0.0002037236,0.00063772,0.00004361476,0.000006149245,0.00001791442,0.0009000067,0.000008549244,0.0007742614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710382,"threshold_uncertainty_score":0.737757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537084363542135,"score_gpt":0.2351442792365893,"score_spread":0.219773435601168,"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."}}