{"id":"W2608253988","doi":"10.1002/2017gl073056","title":"Microphysical explanation of the RH‐dependent water affinity of biogenic organic aerosol and its importance for climate","year":2017,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"H2020 European Research Council; Natural Environment Research Council; Horizon 2020 Framework Programme; Norges Forskningsråd; NordForsk; Natural Sciences and Engineering Research Council of Canada; Knut och Alice Wallenbergs Stiftelse; Svenska Forskningsrådet Formas; National Oceanic and Atmospheric Administration; Sight Research UK; U.S. Environmental Protection Agency; National Supercomputing Centre Singapore; Georgia Institute of Technology; U.S. Department of Energy; Electric Power Research Institute; Vetenskapsrådet; National Science Foundation","keywords":"Isoprene; Aerosol; Environmental science; Atmospheric sciences; Atmosphere (unit); Climate model; Environmental chemistry; Climate change; Meteorology; Chemistry; Geology; Oceanography; Polymer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001786068,0.0004285484,0.0001863643,0.0002654704,0.0002017401,0.0002234775,0.000454461,0.0003950668,0.0008547458],"category_scores_gemma":[0.0002443952,0.0001567015,0.0003545388,0.0001298572,0.0003712844,0.0006635136,0.000278568,0.0002836128,0.0001430623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004234266,"about_ca_system_score_gemma":0.0001745773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003670336,"about_ca_topic_score_gemma":0.001958118,"domain_scores_codex":[0.9999524,0.000005868521,0.000002315137,0.0000176693,0.000008952796,0.00001287723],"domain_scores_gemma":[0.9999094,0.00003347667,0.00001681548,0.00002027195,0.00001112892,0.000008918681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001757423,0.0001440277,0.04249419,0.000287183,0.0001836032,0.000781197,0.0001436138,0.2608468,0.6519317,0.02764128,0.0006725514,0.01469819],"study_design_scores_gemma":[0.00002780405,0.00008155202,0.05803832,0.000008460112,0.00005832625,0.0001437755,0.00006259235,0.8771731,0.04848197,0.01469611,0.00119493,0.00003305985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615623,0.001537618,0.03065576,0.0003409373,0.00005055718,0.00003731349,0.0003839529,0.0001288182,0.005302773],"genre_scores_gemma":[0.9989973,0.0001918163,0.0005292394,0.00001234836,0.00001704775,0.000007222053,0.00004220856,0.0000094301,0.0001935519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003670336,"threshold_uncertainty_score":0.007297933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03628900993836692,"score_gpt":0.2825884886879513,"score_spread":0.2462994787495844,"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."}}