{"id":"W2122360723","doi":"10.5194/acp-13-11519-2013","title":"Understanding global secondary organic aerosol amount and size-resolved condensational behavior","year":2013,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK; Kent State University","keywords":"Aerosol; Cloud condensation nuclei; Nucleation; Atmospheric sciences; Condensation; Isoprene; Environmental science; Particle size; Growth rate; Particle (ecology); Chemistry; Meteorology; Physics; Geology; Oceanography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005911342,0.0002681762,0.0002339296,3.291049e-8,0.0002995755,0.0001776147,0.0001324972,0.0001384231,0.02298862],"category_scores_gemma":[0.00002010052,0.0002545704,0.00005154069,0.0001662488,0.0002928402,0.0003035064,0.00002997532,0.0002085026,0.00005996963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002990015,"about_ca_system_score_gemma":0.00009071265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002772605,"about_ca_topic_score_gemma":0.00002048982,"domain_scores_codex":[0.9987984,0.00001619282,0.0002261082,0.0004104191,0.0002142151,0.0003346616],"domain_scores_gemma":[0.999272,0.0001510015,0.00009453333,0.0001889626,0.00003912024,0.0002544157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119768,0.0002278506,0.7058268,0.0006479069,0.0002692986,0.00006614431,0.0005707651,0.0004119028,0.1359834,0.0002664809,0.003043744,0.152566],"study_design_scores_gemma":[0.006570855,0.0003263401,0.8390403,0.0002397767,0.000515656,0.0008089811,0.005467481,0.05387175,0.0549225,0.03169753,0.002316474,0.004222392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885965,0.0003013388,0.001117998,0.0001017918,0.00005924706,0.0002167486,0.00006917088,0.00006247113,0.009474759],"genre_scores_gemma":[0.9941667,0.00005011148,0.003870146,0.0002132355,0.0002256403,0.000009996948,0.0001001162,0.000007368303,0.001356671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1483436,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804890197355562,"score_gpt":0.204997121759144,"score_spread":0.1869482197855883,"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."}}