{"id":"W4415203241","doi":"10.5194/essd-17-5377-2025","title":"State of Wildfires 2024–2025","year":2025,"lang":"en","type":"article","venue":"Earth system science data","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus","funders":"H2020 European Research Council; Interreg; Natural Environment Research Council; Engineering and Physical Sciences Research Council; Westpac Scholars Trust; Innosuisse - Schweizerische Agentur für Innovationsförderung; Australian Research Council; European Centre for Medium-Range Weather Forecasts; Instituto Brasileiro do Meio Ambiente e dos Recursos Naturais Renováveis; Ministerio de Ciencia e Innovación; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação para a Ciência e a Tecnologia; Fundação de Amparo à Pesquisa do Estado de São Paulo; Met Office","keywords":"Boreal; Climate change; Wetland; Amazon rainforest; Fire regime; Taiga; Global change; Air quality index","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008238762,0.0003225823,0.000145668,0.001466805,0.0004391824,0.00103058,0.0005367187,0.0003675493,0.008215224],"category_scores_gemma":[0.001137599,0.0001103919,0.0005811772,0.001349236,0.0001803795,0.0005796203,0.0005332499,0.0006013033,0.001553172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001068,"about_ca_system_score_gemma":0.001303606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04557569,"about_ca_topic_score_gemma":0.05882274,"domain_scores_codex":[0.9994667,0.00005164368,0.00006071247,0.00007920392,0.0001888181,0.0001528227],"domain_scores_gemma":[0.9986338,0.0001120785,0.0004126835,0.00004388663,0.0005508573,0.0002466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005393763,0.0001545601,0.7529275,0.0006972786,0.0003758334,0.0003040713,0.0002217163,0.006488508,0.001045529,0.00397748,0.07870124,0.154567],"study_design_scores_gemma":[0.00003564323,0.0001821582,0.8556944,0.0004227932,0.0001138482,0.0004116665,0.0009421869,0.009702113,0.001515092,0.001427919,0.1294892,0.00006301352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6677785,0.009875838,0.005019884,0.003548114,0.001186509,0.0001583117,0.186858,0.001076003,0.1244988],"genre_scores_gemma":[0.9166164,0.001864965,0.001222119,0.0006649395,0.0001297614,0.00007044844,0.06920684,0.00004898457,0.01017545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04557569,"threshold_uncertainty_score":0.09062082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267136918233843,"score_gpt":0.2532344664620218,"score_spread":0.2405630972796834,"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."}}