{"id":"W2509799494","doi":"","title":"Black carbon aerosol optical properties are influenced by initial mixing state","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Aerosol; Mixing (physics); Carbon black; Environmental science; Atmospheric sciences; Materials science; Meteorology; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000398947,0.0002393684,0.0002441738,0.000005542357,0.0001198361,0.0001571779,0.0002374184,0.0001222651,0.00001262161],"category_scores_gemma":[0.0004652595,0.0002001078,0.00004595281,0.0001184587,0.0002145777,0.0002294642,0.00002652002,0.0003149008,0.0001447785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001251678,"about_ca_system_score_gemma":0.0001123023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169035,"about_ca_topic_score_gemma":0.002350946,"domain_scores_codex":[0.998208,0.00004781006,0.0004019287,0.0003695412,0.0004340604,0.0005386771],"domain_scores_gemma":[0.998983,0.0001237985,0.0001979411,0.0001953569,0.00009269379,0.0004072213],"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":[0.0003569817,0.0001257686,0.7560037,0.0002018962,0.00007940425,0.0003811891,0.003353569,0.2024035,0.0298759,7.469291e-7,0.002492231,0.00472512],"study_design_scores_gemma":[0.004454465,0.0008943853,0.2730721,0.001863325,0.0001542375,0.0001785756,0.01028284,0.02473933,0.6766278,0.0005498002,0.00345596,0.003727228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635009,0.000295868,0.000002133785,0.0001928259,0.0001856628,0.000130084,0.00001995809,0.0001205901,0.03555197],"genre_scores_gemma":[0.9986441,0.00001106267,0.0004885911,0.0001844425,0.0001998411,0.000001872105,0.00003362517,0.000009320883,0.0004271874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6467519,"threshold_uncertainty_score":0.9948909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804708904673291,"score_gpt":0.2279306348346305,"score_spread":0.1998835457878976,"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."}}