{"id":"W4367185485","doi":"10.1016/j.rse.2023.113600","title":"Validation of Simplified Level 2 Prototype Processor Sentinel-2 fraction of canopy cover, fraction of absorbed photosynthetically active radiation and leaf area index products over North American forests","year":2023,"lang":"en","type":"article","venue":"Remote Sensing of Environment","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; McGill University; Natural Resources Canada","funders":"","keywords":"Photosynthetically active radiation; Leaf area index; Remote sensing; Environmental science; Canopy; Imaging spectrometer; Earth observation; Multispectral image; Spectrometer; Satellite; Geography; Ecology","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":[0.001603696,0.0004521117,0.0002514513,0.0003531165,0.0002486285,0.000507588,0.0007623407,0.0003111235,0.001074359],"category_scores_gemma":[0.002855573,0.0002086349,0.0002907668,0.0004472046,0.0002470168,0.0008046412,0.000500134,0.0002815518,0.0004980721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059343,"about_ca_system_score_gemma":0.0005748541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101588,"about_ca_topic_score_gemma":0.01026605,"domain_scores_codex":[0.9993435,0.000121415,0.00004666163,0.0001803736,0.0002456695,0.00006239468],"domain_scores_gemma":[0.9990014,0.0002242466,0.00007644488,0.0001577677,0.0004917585,0.00004839856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003709152,0.001677995,0.2522192,0.0005299791,0.0003779158,0.0009281273,0.001410219,0.2265959,0.260139,0.001623207,0.01538378,0.2354055],"study_design_scores_gemma":[0.000483737,0.001773137,0.1925259,0.00005029947,0.0001183719,0.0003699988,0.0004872761,0.7125895,0.08277664,0.0006284073,0.008111713,0.00008499712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797703,0.00002746726,0.01609323,0.00004193997,0.00002197492,0.0001198033,0.001187383,0.001412501,0.001325383],"genre_scores_gemma":[0.9558505,0.00003678986,0.03859141,0.00008442979,0.000006142905,0.0001793406,0.004397394,0.0001789418,0.0006750359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9898412,"threshold_uncertainty_score":0.02019936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486057150628366,"score_gpt":0.2346298094746579,"score_spread":0.2197692379683742,"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."}}