{"id":"W2090191602","doi":"10.1371/journal.pone.0005102","title":"Global Pyrogeography: the Current and Future Distribution of Wildfire","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1008,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Sciences and Engineering Research Council of Canada; Nature Conservancy","keywords":"Environmental science; Climate change; Fire regime; Global change; Global warming; Vegetation (pathology); Ecosystem; Precipitation; Abiotic component; Ecology; Physical geography; Environmental resource management; Climatology; Geography; Meteorology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005429607,0.0002256695,0.00020227,0.0009799051,0.0001941526,0.00102418,0.000273817,0.0003323764,0.001794362],"category_scores_gemma":[0.002194483,0.0001476232,0.0004063348,0.001398172,0.0004887406,0.001629631,0.000519417,0.0004535305,0.0002900198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485843,"about_ca_system_score_gemma":0.0003384525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008641399,"about_ca_topic_score_gemma":0.00893377,"domain_scores_codex":[0.9998699,0.00002869418,0.000007057174,0.00005735015,0.00002156828,0.00001542914],"domain_scores_gemma":[0.9993718,0.0001603866,0.0001986069,0.0001141614,0.00009488472,0.00006018214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006516412,0.00003490177,0.8108447,0.0001360906,0.0002663608,0.0002002432,0.0008172863,0.09459152,0.004642226,0.02911915,0.002905879,0.05637657],"study_design_scores_gemma":[0.000006080436,0.00003851771,0.8261162,0.00006212642,0.00006050176,0.0002766117,0.0005990166,0.1227094,0.0005272321,0.03627104,0.01327373,0.00005946977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8990533,0.001384256,0.07599335,0.001466257,0.0001165658,0.00002650529,0.00533068,0.0004215765,0.01620737],"genre_scores_gemma":[0.9929283,0.0005657375,0.004485477,0.00006201083,0.00003994369,0.00001121644,0.001367393,0.00005369457,0.0004862064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008641399,"threshold_uncertainty_score":0.01718217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007549970308810968,"score_gpt":0.1974460173322116,"score_spread":0.1898960470234007,"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."}}