{"id":"W4384339067","doi":"10.1007/s11869-023-01391-4","title":"Validation of MODIS AOD retrievals in West Africa: a comparison with AERONET observations","year":2023,"lang":"en","type":"article","venue":"Air Quality Atmosphere & Health","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"AERONET; Environmental science; Satellite; Aerosol; Remote sensing; Climatology; Mineral dust; Meteorology; Cloud cover; Range (aeronautics); Geography; Cloud computing; Geology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009253888,0.000758326,0.0004313168,0.0007581782,0.0005331643,0.0009297649,0.000479653,0.0005445601,0.0005056852],"category_scores_gemma":[0.001507465,0.0002309956,0.0003673797,0.0008564485,0.0003274429,0.0008790591,0.0004238821,0.0002427572,0.000424657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000581018,"about_ca_system_score_gemma":0.0006368006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0336564,"about_ca_topic_score_gemma":0.02642888,"domain_scores_codex":[0.9996241,0.00005025553,0.00003709259,0.0001291555,0.00008837329,0.00007096288],"domain_scores_gemma":[0.9994543,0.00009229909,0.00009441575,0.000103557,0.0002212823,0.00003422752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002796454,0.0008595927,0.3624834,0.0007495059,0.000578571,0.001187729,0.001594317,0.05387365,0.430996,0.0009516907,0.002348387,0.1415808],"study_design_scores_gemma":[0.0005694928,0.0004282695,0.7626481,0.0002111139,0.000475999,0.0005801751,0.001302673,0.1033613,0.1203265,0.0003156741,0.00968504,0.00009563568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957238,0.0002406437,0.001521654,0.00004307836,0.00003515725,0.00003079144,0.001241219,0.0001228187,0.001040834],"genre_scores_gemma":[0.994426,0.0001614616,0.003676004,0.00001659078,0.000009628865,0.00002002137,0.00136123,0.00003365721,0.0002954118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0336564,"threshold_uncertainty_score":0.066921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0765926829715342,"score_gpt":0.3248144540222336,"score_spread":0.2482217710506994,"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."}}