{"id":"W3121029705","doi":"10.1088/2633-1357/abd8e2","title":"Detection and impacts of tiling artifacts in MODIS burned area classification","year":2021,"lang":"en","type":"article","venue":"IOP SciNotes","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Science Foundation","keywords":"Tile; Moderate-resolution imaging spectroradiometer; Remote sensing; Boundary (topology); Geography; South asia; Environmental science; Meteorology; Physical geography; Cartography; Mathematics; Archaeology; Satellite; Engineering","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":[0.004854318,0.0004193274,0.0004617933,0.0009711121,0.0006607594,0.001245003,0.0004891605,0.0003693015,0.0006217545],"category_scores_gemma":[0.02486823,0.0002529959,0.0005468495,0.002017971,0.0007716328,0.0007857539,0.0007969189,0.0004595625,0.0002583747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007077715,"about_ca_system_score_gemma":0.0004476038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007758333,"about_ca_topic_score_gemma":0.009945049,"domain_scores_codex":[0.9961053,0.0009207235,0.0004840711,0.001104421,0.001152716,0.0002327971],"domain_scores_gemma":[0.975754,0.01416539,0.003257528,0.003078538,0.003449812,0.0002948093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002076112,0.0001913349,0.7496095,0.0003386464,0.0004917423,0.0006662571,0.001682066,0.06300277,0.06533977,0.001037688,0.00436195,0.1112023],"study_design_scores_gemma":[0.00005696606,0.0002556426,0.7170793,0.0001013323,0.0002269553,0.0009837213,0.001026315,0.2052621,0.06601115,0.001279915,0.007643944,0.00007265192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970777,0.00030422,0.02609392,0.00006593765,0.0001129425,0.00006345318,0.000816636,0.0006111526,0.001154763],"genre_scores_gemma":[0.9722905,0.00005469373,0.02486465,0.00007136006,0.00001909881,0.00004192266,0.002147785,0.0002082335,0.0003016783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007758333,"threshold_uncertainty_score":0.02567244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807971031065473,"score_gpt":0.2330288495609047,"score_spread":0.21494913925025,"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."}}