{"id":"W2087949442","doi":"10.1016/j.atmosres.2007.10.004","title":"Spectral aerosol optical properties from AERONET Sun-photometric measurements over West Africa","year":2007,"lang":"en","type":"article","venue":"Atmospheric Research","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Angstrom exponent; AERONET; Aerosol; Single-scattering albedo; Environmental science; Mineral dust; Atmospheric sciences; Effective radius; Cape verde; Climatology; Physics; Meteorology; Geology; Astrophysics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002552663,0.0003733014,0.0003856732,0.000003108445,0.0005386819,0.0002008676,0.0009501038,0.0002397794,0.02147028],"category_scores_gemma":[0.0003437728,0.0003020595,0.0001423781,0.002893278,0.0009386905,0.0003696731,0.0007785837,0.0008107339,0.004561532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009363637,"about_ca_system_score_gemma":0.00007558256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005914053,"about_ca_topic_score_gemma":0.0006596838,"domain_scores_codex":[0.9930096,0.0002051201,0.0005666182,0.0009822268,0.003295709,0.001940748],"domain_scores_gemma":[0.9980914,0.0002780375,0.00009221329,0.000826553,0.00007376534,0.0006380523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006135763,0.001250423,0.7302235,0.00002397041,0.0001524179,0.0002379257,0.001768407,0.000704298,0.1961982,0.00007334715,0.03720894,0.03154501],"study_design_scores_gemma":[0.001530298,0.0008198346,0.9387721,0.00004777804,0.00003611948,0.00001256452,0.001040678,0.002123536,0.03150794,0.0003330244,0.0228472,0.00092889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094804,0.0006529101,0.001193811,0.0001507024,0.0002933496,0.0006373671,0.000003157337,0.0001065994,0.08748171],"genre_scores_gemma":[0.9758316,0.00007822031,0.01402434,0.00009702318,0.0002735607,0.00006478935,0.000004713562,0.00007194099,0.009553814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2085487,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09377873170877585,"score_gpt":0.3164581359401695,"score_spread":0.2226794042313937,"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."}}