{"id":"W4379232898","doi":"10.3390/fire6060223","title":"Investigating Drought Events and Their Consequences in Wildfires: An Application in China","year":2023,"lang":"en","type":"article","venue":"Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climatology; Environmental science; China; Precipitation; Mainland China; Evapotranspiration; Physical geography; Linear regression; Geography; Climate change; Meteorology; Ecology; Statistics; Mathematics; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.000412309,0.00008593257,0.0001014969,0.00003456181,0.00005190672,0.00001363936,0.0001318096,0.00004882447,0.00001640669],"category_scores_gemma":[0.0000630763,0.00007456492,0.000008627437,0.0004837092,0.00009872956,0.0002432765,0.00007376601,0.00008671093,0.0001342904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007947483,"about_ca_system_score_gemma":0.000006756242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390066,"about_ca_topic_score_gemma":0.006019693,"domain_scores_codex":[0.9992142,0.000099979,0.0001501591,0.0002566437,0.0001011432,0.0001778942],"domain_scores_gemma":[0.9996914,0.00005856902,0.00004780684,0.000148631,7.561949e-7,0.00005286614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001160796,0.00001608619,0.9616055,0.00001706419,7.823735e-7,0.000003523611,0.002557782,0.0002315351,0.009047817,0.0000142354,0.00007170551,0.02643276],"study_design_scores_gemma":[0.0001368523,0.00002546801,0.9031836,0.0000625533,4.097425e-7,0.000003415076,0.0001637325,0.09389509,0.0004737465,0.001772518,0.0001954242,0.00008722912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988236,0.00002832951,0.000003385677,0.0004534533,0.00003453204,0.0002957823,0.000004494726,0.0000565092,0.0002999154],"genre_scores_gemma":[0.9996923,0.00001124146,0.00006665766,0.00007421101,0.0000143056,0.00008515957,0.00001478692,0.000008912661,0.00003243683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09366354,"threshold_uncertainty_score":0.9926659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00999147392442434,"score_gpt":0.2324481695569558,"score_spread":0.2224566956325315,"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."}}