{"id":"W2965360667","doi":"10.22215/etd/2014-10564","title":"The Influence of Vegetation and Climate on Wildfires in Jasper, Alberta, Over the Last ~3,500 Years","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Charcoal; Physical geography; Vegetation (pathology); Climate change; Dendrochronology; Geography; Context (archaeology); Fire regime; Watershed; Period (music); Fire history; Pollen; Climatology; Environmental science; Forestry; Ecology; Archaeology; Ecosystem; Geology; Oceanography","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":[0.0004962083,0.0003082387,0.0001948694,0.001008457,0.001121621,0.001311535,0.0006631988,0.0003044498,0.0007293199],"category_scores_gemma":[0.001055755,0.000193962,0.000210788,0.002035659,0.0005007316,0.0003971039,0.0005883079,0.0004355251,0.0001077413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008332965,"about_ca_system_score_gemma":0.006807226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768193,"about_ca_topic_score_gemma":0.9938924,"domain_scores_codex":[0.9997917,0.00001774991,0.00001072589,0.00005396403,0.00006943036,0.00005639085],"domain_scores_gemma":[0.9994175,0.00007153065,0.0001281015,0.00002171004,0.000232868,0.0001282284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007527334,0.0000339846,0.9801921,0.00004763126,0.0001167084,0.0001345868,0.0009847441,0.001897719,0.0008499734,0.0001814429,0.001075246,0.01441068],"study_design_scores_gemma":[0.000002209757,0.000005374425,0.9971629,0.00001697596,0.00002128129,0.00002641288,0.0007086818,0.0007862745,0.00008190485,0.00002808563,0.001153517,0.000006349529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950643,0.0008463047,0.0001788263,0.0001553338,0.00001204866,0.000006980572,0.002022519,0.00001168264,0.001701961],"genre_scores_gemma":[0.9950668,0.0008621095,0.0004081708,0.00006369021,0.00001127053,0.000007843467,0.001575417,0.000006358754,0.001998412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02318066,"threshold_uncertainty_score":0.06046021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002223748241831011,"score_gpt":0.207279754199595,"score_spread":0.205056005957764,"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."}}