{"id":"W2153465724","doi":"10.1109/36.921424","title":"Multiple-scattering scheme useful for geometric optical modeling","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scattering; Radiative transfer; Remote sensing; Optics; Forward scatter; Computer science; Physics; Geology","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":[0.0001869379,0.0005651181,0.0003501959,0.0003206677,0.0002862448,0.0004528435,0.0007268518,0.0006714583,0.002505],"category_scores_gemma":[0.0005525171,0.0002237208,0.0007418607,0.0004130233,0.0002518362,0.000726998,0.0005097497,0.0006038228,0.0006646253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005012529,"about_ca_system_score_gemma":0.0004519732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002944421,"about_ca_topic_score_gemma":0.002041592,"domain_scores_codex":[0.9998528,0.00003012846,0.000007203951,0.00002476154,0.00006997264,0.00001523566],"domain_scores_gemma":[0.999848,0.00003662944,0.00001586041,0.00003689477,0.00005167708,0.00001082619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003157635,0.00003761629,0.0008492303,0.00004970168,0.00001860771,0.0001160308,0.00007705998,0.8941,0.03497039,0.03888758,0.001213766,0.0296484],"study_design_scores_gemma":[0.000002341025,0.000005375693,0.00006346229,0.000001644285,0.000001512627,0.00001868217,0.000003074626,0.9954634,0.001406391,0.001588348,0.001441602,0.000004216031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02860701,0.0001173334,0.9639553,0.00007857592,0.00007046523,0.00006994922,0.000151621,0.0007112157,0.006238565],"genre_scores_gemma":[0.5303394,0.0002442128,0.4606712,0.00007761144,0.00003503149,0.0001785626,0.0005719204,0.0002596556,0.007622403],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002944421,"threshold_uncertainty_score":0.008380055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287145218804843,"score_gpt":0.2367519624835018,"score_spread":0.2138805102954534,"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."}}