{"id":"W1521995834","doi":"10.1029/2007jd009052","title":"Coarse mode optical information retrievable using ultraviolet to short‐wave infrared Sun photometry: Application to United Arab Emirates Unified Aerosol Experiment data","year":2008,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"AERONET; Aerosol; Angstrom exponent; Photometry (optics); Effective radius; Environmental science; Remote sensing; Mode (computer interface); Homogeneity (statistics); Physics; Atmospheric sciences; Astrophysics; Meteorology; Mathematics; Geology; Computer science; Statistics","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":[0.000922045,0.000259173,0.0004277529,0.0000149035,0.000426246,0.0001484628,0.001131717,0.0001426172,0.000323487],"category_scores_gemma":[0.0009374393,0.0002176722,0.00009201033,0.002562261,0.0003486992,0.001214321,0.000925916,0.0006898614,0.0002052154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006034757,"about_ca_system_score_gemma":0.0001909133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694294,"about_ca_topic_score_gemma":0.00002827846,"domain_scores_codex":[0.9956442,0.0001750238,0.0007894894,0.0004035416,0.002215549,0.0007722117],"domain_scores_gemma":[0.9973997,0.0003034298,0.0001872348,0.000871607,0.0003336961,0.000904338],"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":[0.004311957,0.002177356,0.01194481,0.00005638082,0.0002185035,0.0002150131,0.004202416,0.07047294,0.8080588,0.000552136,0.06543592,0.03235378],"study_design_scores_gemma":[0.003739083,0.006781458,0.06060696,0.0004064349,0.0001238245,0.0002969629,0.007657925,0.5641697,0.3046114,0.002027776,0.0474413,0.002137178],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689877,0.00002058737,0.02896132,0.0002305032,0.00006153614,0.0006528965,0.00002500792,0.00002219569,0.001038239],"genre_scores_gemma":[0.9559523,0.00004418589,0.04316424,0.0002813111,0.0001683742,0.00002357452,0.00003598297,0.00002695379,0.0003030054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5034474,"threshold_uncertainty_score":0.8876415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07266388381937626,"score_gpt":0.3493388914903344,"score_spread":0.2766750076709581,"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."}}