{"id":"W2271727995","doi":"10.1071/wf15091","title":"Future burn probability in south-central British Columbia","year":2016,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Forests; Government of British Columbia; University of Alberta; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Vegetation (pathology); Fire regime; Flammable liquid; Boreal; Environmental science; Climate change; Climatology; Mediterranean climate; Physical geography; Meteorology; Geography; Ecology; Ecosystem; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000320908,0.0001526485,0.0002523866,0.0005248409,0.0007870691,0.001226155,0.0004980576,0.0003184143,0.001970489],"category_scores_gemma":[0.001451522,0.0001616231,0.0002726325,0.0009651028,0.0003574208,0.0003001536,0.0004607754,0.0004770976,0.0001419316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009281671,"about_ca_system_score_gemma":0.004033472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9417094,"about_ca_topic_score_gemma":0.9680347,"domain_scores_codex":[0.9998061,0.00003716272,0.000008388814,0.00004239602,0.0000474254,0.00005856093],"domain_scores_gemma":[0.9993823,0.0001787807,0.00006854819,0.00004237114,0.000228828,0.000099239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002386847,0.00007853269,0.9011517,0.00005161156,0.0001416379,0.0003896217,0.0005548795,0.07830486,0.001482007,0.0006910465,0.001584997,0.01533052],"study_design_scores_gemma":[0.0000277596,0.00002587899,0.9166418,0.0000290982,0.0000377084,0.00009098266,0.00116308,0.07943793,0.0003139427,0.0004515768,0.001749757,0.00003043169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976766,0.00008908969,0.000157737,0.00009199978,0.000002017894,0.000005921257,0.0004221942,0.00001102027,0.001543463],"genre_scores_gemma":[0.9989767,0.00007656176,0.00012765,0.00001773129,5.475595e-7,0.000005178508,0.0003341275,0.000002942038,0.0004584889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0582906,"threshold_uncertainty_score":0.1172677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004345823604777738,"score_gpt":0.1945816424703987,"score_spread":0.1902358188656209,"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."}}