{"id":"W2010667725","doi":"10.1029/2006jd007319","title":"Parameterizing the optical properties of carbonaceous aerosols in the Canadian Centre for Climate Modeling and Analysis Atmospheric General Circulation Model with impacts on global radiation and energy fluxes","year":2007,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aerosol; Atmospheric sciences; Shortwave; Longwave; Environmental science; Flux (metallurgy); Shortwave radiation; Sensible heat; Atmosphere (unit); Radiative flux; Latent heat; Climatology; Radiative transfer; Radiation; Meteorology; Physics; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005533951,0.001445358,0.0005993085,0.0005554198,0.001378587,0.001271163,0.002149724,0.001136186,0.001957265],"category_scores_gemma":[0.001474785,0.0004727801,0.0009644717,0.0009209061,0.0004887214,0.0006335534,0.0005136413,0.001316958,0.0002895584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007321347,"about_ca_system_score_gemma":0.01008756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8876604,"about_ca_topic_score_gemma":0.8351279,"domain_scores_codex":[0.9997032,0.00005369038,0.00001001225,0.0000575939,0.00008522273,0.00009026604],"domain_scores_gemma":[0.9995936,0.0000951266,0.00002238831,0.0000230198,0.0002111776,0.00005469923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006462943,0.00008124728,0.008793236,0.00004599551,0.00006530955,0.00004533924,0.00002432294,0.9824025,0.001195257,0.001412408,0.002589192,0.00328072],"study_design_scores_gemma":[0.00007141204,0.00001976267,0.007777706,0.000009672941,0.0000405313,0.00000732888,0.0000224786,0.9892877,0.0005516001,0.0003898733,0.001788582,0.00003325484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9079323,0.001480822,0.02342605,0.001412165,0.0004818479,0.0004023679,0.0200673,0.001452371,0.04334473],"genre_scores_gemma":[0.9760845,0.0005445283,0.01106566,0.0001618481,0.00004438454,0.0001712676,0.007829568,0.0001307116,0.003967562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123396,"threshold_uncertainty_score":0.2260023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144192467538723,"score_gpt":0.272483625608441,"score_spread":0.2410417009330538,"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."}}