{"id":"W2050115282","doi":"10.4996/fireecology.0701001","title":"Special Issue 4th International Fire Congress: Fire as a Global Process","year":2011,"lang":"en","type":"article","venue":"Fire Ecology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Native Mental Health Association of Canada","funders":"","keywords":"Process (computing); Geography; Environmental science; Environmental resource management; Ecology; Computer science; Biology","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":[0.003893234,0.004193677,0.004015126,0.002799638,0.004094305,0.00732508,0.003684391,0.0223682,0.0744435],"category_scores_gemma":[0.004774676,0.001041919,0.003061339,0.001655117,0.001516463,0.003285246,0.004419335,0.008782255,0.02407259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230632,"about_ca_system_score_gemma":0.002803864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554916,"about_ca_topic_score_gemma":0.00908976,"domain_scores_codex":[0.9983001,0.000197006,0.0001698703,0.0003150544,0.0005759099,0.0004421224],"domain_scores_gemma":[0.9948788,0.0009724697,0.0005761026,0.0005331154,0.00138522,0.001654238],"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":[0.0001263004,0.00007031877,0.0003076331,0.0002191059,0.00002460031,0.0001733317,0.00002061098,0.00007001289,0.0002988161,0.0004920546,0.9884907,0.009706476],"study_design_scores_gemma":[0.00005006622,0.00006664373,0.002278055,0.0002273885,0.00003824415,0.0001894692,0.00008582152,0.000169463,0.0001894477,0.0009645792,0.9957182,0.00002266501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009596763,0.01276521,0.0004044257,0.06739184,0.9011707,0.0001854479,0.000504929,0.0002447898,0.01637297],"genre_scores_gemma":[0.005077776,0.007950154,0.0003628807,0.02903043,0.8353412,0.0003145892,0.0009680367,0.0002001493,0.1207549],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0744435,"threshold_uncertainty_score":0.2490383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00818470007020336,"score_gpt":0.2408040434057966,"score_spread":0.2326193433355932,"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."}}