{"id":"W4413067588","doi":"10.1080/02827581.2025.2531994","title":"Modelling of forest fuel and weather effects on fire behavior in the oak forests of Southern Sweden","year":2025,"lang":"en","type":"article","venue":"Scandinavian Journal of Forest Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Crafoordska Stiftelsen","keywords":"Environmental science; Forestry; Geography; Forest management; Agroforestry; Environmental protection","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":[0.0004442381,0.00078225,0.0005913157,0.0005744619,0.0003389801,0.0008446291,0.0005277379,0.0006635415,0.0004745468],"category_scores_gemma":[0.0009183231,0.0004659398,0.0009498228,0.0004946975,0.0003694315,0.0003690151,0.0002821266,0.0003432141,0.0001106017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012995,"about_ca_system_score_gemma":0.0008518785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07839467,"about_ca_topic_score_gemma":0.06237645,"domain_scores_codex":[0.9998498,0.00004562034,0.00001158245,0.00004274939,0.00001395429,0.00003633551],"domain_scores_gemma":[0.9994825,0.0003306119,0.0000623813,0.00003485209,0.00004961655,0.00004002868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009492505,0.00005544591,0.02534857,0.00002917389,0.00007095698,0.00006932947,0.00005598863,0.9714816,0.001176437,0.0001006872,0.00006684591,0.001449948],"study_design_scores_gemma":[0.00004751494,0.00007936738,0.03830193,0.00001170344,0.00006194427,0.00003774928,0.00008485516,0.9601102,0.0007663678,0.0002094866,0.0002629133,0.00002582586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998983,0.00004272957,0.0005295723,0.000009243323,0.000002208274,0.000003332497,0.0002120681,0.0000278566,0.0001899192],"genre_scores_gemma":[0.9984847,0.00004266136,0.0008131533,0.000003663481,0.000001817615,0.00001052122,0.0004645601,0.000007809272,0.0001711366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07839467,"threshold_uncertainty_score":0.1558767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298752562554409,"score_gpt":0.3071911609278673,"score_spread":0.2773159046724264,"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."}}