{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002009092,0.0008769831,0.0005896113,0.001147253,0.000591325,0.0007020299,0.0007090099,0.0006249618,0.0006453632],"category_scores_gemma":[0.002125434,0.0002753313,0.001091617,0.001522851,0.0003051661,0.0006638875,0.0005558167,0.0004452927,0.00006806131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013165,"about_ca_system_score_gemma":0.001524714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1003213,"about_ca_topic_score_gemma":0.09458351,"domain_scores_codex":[0.9997402,0.00008657286,0.00002348215,0.0000734878,0.00003013599,0.0000460759],"domain_scores_gemma":[0.9991793,0.0004136309,0.0001299124,0.00006549552,0.0001241065,0.00008751475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002233256,0.0004464716,0.6730561,0.0001919687,0.0003545273,0.001105982,0.0005051382,0.2467311,0.002032369,0.0009697585,0.001032174,0.07335103],"study_design_scores_gemma":[0.00003024765,0.0001396406,0.2633482,0.00002670772,0.0001581048,0.0001084313,0.0004939441,0.7336082,0.0006901416,0.0007003847,0.0006565621,0.00003947586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996102,0.000386412,0.002587395,0.0001551667,0.00001363,0.00002096319,0.0003081793,0.0000615899,0.0003646203],"genre_scores_gemma":[0.9959049,0.0004297877,0.002908081,0.00002886225,0.0000209251,0.00001826288,0.0003831363,0.000007736739,0.0002985183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003213,"threshold_uncertainty_score":0.1994746,"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."}}