{"id":"W6958693079","doi":"10.6084/m9.figshare.1197009","title":"IUFRO Spotlight #14: Wildfire projected to spread like, well, wildfire","year":2014,"lang":"en","type":"article","venue":"Figshare","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wildfire suppression; Climate change; Global warming; Service (business); Natural disaster; Natural resource; Fire ecology; Global change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005508702,0.001329471,0.001129132,0.002838277,0.001609553,0.005922998,0.002810583,0.006443213,0.0586732],"category_scores_gemma":[0.01599908,0.0005896206,0.001218265,0.002918217,0.001382497,0.004870444,0.002865249,0.00570508,0.02225335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002973199,"about_ca_system_score_gemma":0.008322112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03395616,"about_ca_topic_score_gemma":0.0349665,"domain_scores_codex":[0.9974062,0.0004126527,0.0002026109,0.0002989407,0.001217122,0.0004624374],"domain_scores_gemma":[0.9878702,0.002667719,0.0008080538,0.0004162663,0.006005541,0.00223221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002135018,0.00001397087,0.0005015216,0.0002656552,0.000006101151,0.00002101032,0.0000371489,0.00008167331,0.0000809509,0.001258318,0.9742667,0.02344561],"study_design_scores_gemma":[0.00001576712,0.00006427342,0.002889851,0.0006492059,0.00001659553,0.00006089876,0.0001423974,0.0002070239,0.000181763,0.002882477,0.992861,0.00002883012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003735789,0.04441904,0.006464416,0.4039739,0.3197575,0.0005817763,0.04890585,0.002341457,0.1698203],"genre_scores_gemma":[0.05922562,0.0979034,0.01763574,0.2293664,0.1771268,0.001379183,0.07460154,0.003883319,0.338878],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0586732,"threshold_uncertainty_score":0.1962814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046881370829686,"score_gpt":0.2058931512035376,"score_spread":0.1854243374952408,"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."}}