{"id":"W4200378330","doi":"10.3389/frsen.2021.712093","title":"A Comparison of Multi-Angle Implementation of Atmospheric Correction and MOD09 Daily Surface Reflectance Products From MODIS","year":2021,"lang":"en","type":"article","venue":"Frontiers in Remote Sensing","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center; National Aeronautics and Space Administration","keywords":"Atmospheric correction; Remote sensing; Environmental science; Reflectivity; Radiative transfer; Aerosol; Bidirectional reflectance distribution function; Atmospheric sciences; Meteorology; Geology; Geography; Physics; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00174379,0.0007106779,0.000276468,0.0008715891,0.0003742476,0.0007241785,0.0007157407,0.0003151162,0.0007900564],"category_scores_gemma":[0.002279592,0.0002861117,0.0005516244,0.001172067,0.0001574772,0.001126001,0.0004570065,0.0003936127,0.0006380387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004829655,"about_ca_system_score_gemma":0.000608288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205001,"about_ca_topic_score_gemma":0.01875236,"domain_scores_codex":[0.9989723,0.0001547088,0.00007795673,0.0002969495,0.0004147513,0.00008324371],"domain_scores_gemma":[0.9987134,0.0001311978,0.0001304367,0.000281321,0.0006993068,0.00004424676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002410206,0.0006377723,0.3596268,0.0009203854,0.0007435785,0.0002855506,0.0008190353,0.0462713,0.1375752,0.001842232,0.01642474,0.4324433],"study_design_scores_gemma":[0.0002030631,0.0008875176,0.6186529,0.0001281658,0.0003464853,0.0003777241,0.0006147356,0.2536615,0.08426323,0.0004122038,0.0402917,0.0001607633],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569494,0.0007744354,0.02433022,0.0001516114,0.0002075544,0.0001828678,0.005741512,0.003133713,0.008528804],"genre_scores_gemma":[0.8909304,0.0003842882,0.09029716,0.0001386926,0.00004193441,0.0001605788,0.01593054,0.0005422501,0.001574162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01205001,"threshold_uncertainty_score":0.02395976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722238183668002,"score_gpt":0.2857784383983711,"score_spread":0.2685560565616911,"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."}}