{"id":"W3201254861","doi":"10.34133/2021/9795837","title":"Sensitivity of Estimated Total Canopy SIF Emission to Remotely Sensed LAI and BRDF Products","year":2021,"lang":"en","type":"article","venue":"Journal of Remote Sensing","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; China Postdoctoral Science Foundation; National Natural Science Foundation of China; California Institute of Technology","keywords":"Algorithm; 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":[0.001827763,0.0005756755,0.0003348023,0.0006987936,0.0001595517,0.0009938717,0.0004079778,0.0006221143,0.001080535],"category_scores_gemma":[0.005484541,0.0003677967,0.000539911,0.0003747043,0.0001320226,0.0008994635,0.0004297196,0.0003794556,0.000566641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943004,"about_ca_system_score_gemma":0.0001804434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237213,"about_ca_topic_score_gemma":0.006823619,"domain_scores_codex":[0.9993241,0.0001521362,0.00002968446,0.0002482403,0.0001633831,0.00008257662],"domain_scores_gemma":[0.9978313,0.001487306,0.0001102385,0.0002022537,0.0003278115,0.00004102384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001297077,0.0001987046,0.4499623,0.0003049086,0.001019099,0.0004722672,0.0003196814,0.3791922,0.0697496,0.0006539773,0.002806628,0.09402351],"study_design_scores_gemma":[0.00003107724,0.0001157126,0.5274086,0.00006755249,0.0001272739,0.0002716854,0.0001544601,0.4409537,0.02757189,0.0006610114,0.002543965,0.00009303282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691651,0.0006429417,0.02241507,0.00008395218,0.00002447079,0.00003527691,0.00278263,0.001053825,0.00379664],"genre_scores_gemma":[0.9889024,0.0001445771,0.006905659,0.00006122855,0.000006117324,0.00001452891,0.003285911,0.000102884,0.0005766021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01237213,"threshold_uncertainty_score":0.02460027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287262635440394,"score_gpt":0.2395092312066877,"score_spread":0.2266366048522837,"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."}}