{"id":"W3141484259","doi":"10.1021/acsearthspacechem.0c00346","title":"Aging of Atmospheric Brown Carbon Aerosol","year":2021,"lang":"en","type":"article","venue":"ACS Earth and Space Chemistry","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":305,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Aerosol; Chemical composition; Atmospheric chemistry; Chemistry; Environmental chemistry; Chemical reaction; Environmental science; Atmospheric sciences; Ozone; Organic chemistry; Physics","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":[0.0002029347,0.0002186837,0.0001153814,0.000309149,0.0001933154,0.0003142003,0.0001616108,0.0002710241,0.0007849004],"category_scores_gemma":[0.0001799798,0.00007399943,0.0001627502,0.0001544228,0.000133099,0.000333059,0.0002062383,0.0002418871,0.0002293656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005208768,"about_ca_system_score_gemma":0.0001693067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375181,"about_ca_topic_score_gemma":0.001924173,"domain_scores_codex":[0.9998872,0.000009280834,0.00000359067,0.00004286052,0.00003902811,0.00001803447],"domain_scores_gemma":[0.9999266,0.00001065065,0.00001985893,0.000004620892,0.00002836563,0.000009853983],"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":[0.000186528,0.00002875374,0.01832065,0.0008281929,0.00009821382,0.0003417369,0.0001796233,0.001432854,0.9048789,0.003233104,0.002065893,0.0684057],"study_design_scores_gemma":[0.00001297097,0.0004990735,0.1610655,0.0000963968,0.0001198926,0.001053191,0.0001873076,0.003213138,0.7634603,0.001843692,0.06840853,0.00003996853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027722,0.07069506,0.005558545,0.000338917,0.0002903708,0.00006083457,0.0008578358,0.0002010069,0.0192252],"genre_scores_gemma":[0.974758,0.01771447,0.001649046,0.0001621774,0.0001114579,0.00001711591,0.0004607107,0.00002725844,0.005099887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002375181,"threshold_uncertainty_score":0.004722714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006791170857784864,"score_gpt":0.1856531254906743,"score_spread":0.1788619546328894,"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."}}