{"id":"W2115307016","doi":"10.5194/acp-11-8489-2011","title":"Horizontal variability of aerosol optical depth observed during the ARCTAS airborne experiment","year":2011,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Aeronautics and Space Administration","keywords":"Aerosol; Environmental science; Satellite; Atmospheric sciences; Wavelength; Range (aeronautics); Standard deviation; Troposphere; Meteorology; Remote sensing; Climatology; Geology; Physics; Optics; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001187115,0.0001982777,0.0002044494,4.805663e-9,0.0001458329,0.00001177163,0.0002539701,0.00007674634,0.002899174],"category_scores_gemma":[0.00001258109,0.0001459691,0.00008705189,0.000129118,0.000507055,0.0000889223,0.0002158611,0.0001540446,0.00001723055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006545787,"about_ca_system_score_gemma":0.00001251047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002456932,"about_ca_topic_score_gemma":0.000004282907,"domain_scores_codex":[0.9989251,0.00002640104,0.0002322747,0.0003402922,0.0002132369,0.0002626744],"domain_scores_gemma":[0.9993227,0.00004140929,0.00009074297,0.0004188894,0.000009238172,0.0001170914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002767604,0.001219409,0.3269996,0.0001848656,0.0001322021,0.00001539721,0.004019666,0.0003085071,0.5917171,0.0003722776,0.0001497097,0.07460453],"study_design_scores_gemma":[0.000607137,0.0001039706,0.3383839,0.00001768041,0.00005402356,0.00001444389,0.0005786636,0.002553063,0.6564773,0.0006298911,0.0001857494,0.0003941571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732341,0.00004577438,0.001204582,0.00001601022,0.00003165356,0.0001241565,0.000002246202,0.00002638513,0.02531508],"genre_scores_gemma":[0.9823643,0.00002033032,0.01687769,0.00002344987,0.00007182444,0.00002723371,0.000002341098,0.00001523087,0.0005976256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07421037,"threshold_uncertainty_score":0.9980123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424495190590123,"score_gpt":0.1995469023138924,"score_spread":0.1853019504079911,"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."}}