{"id":"W4401529444","doi":"10.5194/essd-16-3601-2024","title":"State of Wildfires 2023–2024","year":2024,"lang":"en","type":"article","venue":"Earth system science data","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":218,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; H2020 European Research Council; Horizon 2020; Joint Research Centre; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Aeronautics and Space Administration; Fonds Wetenschappelijk Onderzoek; China Scholarship Council; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Sight Research UK; Westpac Scholars Trust; European Space Agency; National Institute of Food and Agriculture; Natural Environment Research Council; UK Research and Innovation; Fundação para a Ciência e a Tecnologia; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Environmental science; Boreal; Climate change; Fire regime; Greenhouse gas; Climatology; Geography; Physical geography; Ecosystem; Ecology","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":[0.0009630091,0.0002845307,0.0001717878,0.00108928,0.0003995866,0.0008770557,0.0003930048,0.0002995686,0.003758846],"category_scores_gemma":[0.001480242,0.0001026406,0.0006181541,0.001128439,0.0001950438,0.0004699879,0.0005768483,0.0006123716,0.001083884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000650935,"about_ca_system_score_gemma":0.000719748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03440091,"about_ca_topic_score_gemma":0.04648243,"domain_scores_codex":[0.9995483,0.00006660343,0.00005929925,0.00007641315,0.0001331852,0.0001161096],"domain_scores_gemma":[0.9981541,0.0001834349,0.0007035426,0.00007700068,0.0006534464,0.0002283612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003187005,0.00005789097,0.9230102,0.0003574215,0.0002686454,0.0002675442,0.000258749,0.00456104,0.00123101,0.001216225,0.01308063,0.05537194],"study_design_scores_gemma":[0.00001341301,0.0001145809,0.9623536,0.0002274804,0.00006379782,0.0003406991,0.0008294676,0.008441275,0.001060246,0.000808613,0.02570997,0.00003684382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075183,0.004618919,0.003004124,0.0009062463,0.0002443921,0.00005947881,0.05999127,0.0003321802,0.02332519],"genre_scores_gemma":[0.9758312,0.0009111464,0.0007161273,0.0001643161,0.00005661498,0.0000348006,0.02007502,0.00003031992,0.002180471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03440091,"threshold_uncertainty_score":0.06840134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530823332842921,"score_gpt":0.2491547337448228,"score_spread":0.2338465004163936,"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."}}