{"id":"W4393938088","doi":"10.1038/s43017-024-00544-y","title":"Wildfires in 2023","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Earth & Environment","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Environment Research Council; Office of the President, University of California; National Science Foundation","keywords":"Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001846984,0.001142246,0.003232138,0.0002105853,0.00006417852,0.00007895454,0.0009026601,0.001323952,0.004502094],"category_scores_gemma":[0.0001007847,0.0007939115,0.001109842,0.000764502,0.0001459766,0.0001640834,0.000732467,0.003079267,0.1019801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009376737,"about_ca_system_score_gemma":0.0000305925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001522637,"about_ca_topic_score_gemma":0.000159384,"domain_scores_codex":[0.994312,0.0008928227,0.001559072,0.0016359,0.0008135377,0.0007866052],"domain_scores_gemma":[0.9976584,0.0001558949,0.0005119251,0.001432256,8.181178e-7,0.000240724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[8.933542e-7,0.00006468813,0.00003292944,0.01095285,0.00003532356,0.0001196553,0.00001744856,0.000004277347,9.900716e-7,0.00001177382,0.0136487,0.9751105],"study_design_scores_gemma":[0.00008069773,0.00004301525,0.0001236618,0.02127347,0.0005121438,0.00006280516,9.409762e-7,0.00002748132,3.896796e-7,0.00001538065,0.9771399,0.0007200377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001119315,0.9896075,0.000002734205,0.00004968948,0.0009789228,0.004159577,0.00005187311,0.00006213482,0.005076365],"genre_scores_gemma":[0.00001090291,0.9931809,0.0003419669,0.0001472172,0.0002842397,0.0009385134,0.0001009687,0.0001523449,0.004842978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9743904,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620556506099201,"score_gpt":0.2870762628941839,"score_spread":0.2708706978331919,"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."}}