{"id":"W2010844203","doi":"10.1016/j.jaridenv.2015.04.007","title":"Influence of fuel conditions on the occurrence, propagation and duration of wildland fires: A regional approach","year":2015,"lang":"en","type":"article","venue":"Journal of Arid Environments","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Immunization Research Network; Inter-American Institute for Global Change Research; National Science Foundation","keywords":"Shrubland; Environmental science; Vegetation (pathology); Steppe; Prescribed burn; Fire regime; Physical geography; Atmospheric sciences; Forestry; Geography; Ecology; Geology; Ecosystem","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001534316,0.0002920606,0.0003573159,0.0006797062,0.0002609944,0.0006787896,0.0004679325,0.0003314018,0.001123987],"category_scores_gemma":[0.001975664,0.0001933154,0.001072116,0.0005739718,0.0004206482,0.0003759658,0.000380673,0.0003364014,0.0001450212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000389199,"about_ca_system_score_gemma":0.0002309084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02380717,"about_ca_topic_score_gemma":0.04190999,"domain_scores_codex":[0.9994544,0.0002943499,0.0000263,0.0001087253,0.00003851424,0.00007770807],"domain_scores_gemma":[0.9975799,0.001455529,0.0003898006,0.0001676997,0.0002431626,0.0001639417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009073374,0.0001533199,0.9757533,0.00004451282,0.001303564,0.0003047009,0.0004776898,0.006823093,0.006303942,0.000224191,0.00009661472,0.007607555],"study_design_scores_gemma":[0.00000391256,0.0001536191,0.9960085,0.000004002618,0.0002716077,0.0001008949,0.0003675432,0.002611439,0.0003050097,0.00004005086,0.0001250847,0.000008314238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993717,0.0001000316,0.0001292507,0.000005446518,0.000001393816,0.000002368856,0.00008081504,0.000002345012,0.0003066651],"genre_scores_gemma":[0.9995934,0.00005553047,0.000156058,0.000003226305,0.000002545188,0.00000235676,0.00006904765,0.00000375694,0.0001141896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02380717,"threshold_uncertainty_score":0.04733717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641465859175215,"score_gpt":0.2193238228729314,"score_spread":0.2029091642811792,"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."}}