{"id":"W2274938348","doi":"","title":"High resolution fire and vegetation history of Garry oak ecosystems in British Columbia","year":2006,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; Parks Canada","keywords":"Vegetation (pathology); Charcoal; Fire regime; Ecosystem; Climate change; Pollen; Ecology; Boreal; Geography; Physical geography; Environmental science; Disturbance (geology); Fire history; Oceanography; Archaeology; Geology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001814224,0.000151185,0.0001835517,0.001350537,0.001261845,0.0008304723,0.0003484481,0.0001986911,0.001170406],"category_scores_gemma":[0.0005287363,0.0001751016,0.0001131441,0.002144503,0.0003125652,0.0001943942,0.0004809205,0.0002316621,0.0001667062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004126805,"about_ca_system_score_gemma":0.001677608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.913781,"about_ca_topic_score_gemma":0.9862569,"domain_scores_codex":[0.9998477,0.00001317813,0.000008703031,0.0000409911,0.00003405653,0.00005533421],"domain_scores_gemma":[0.9996207,0.00004860428,0.00006830029,0.00002695913,0.0001475133,0.00008791704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000084359,0.00002580909,0.9765382,0.00003372454,0.00004078946,0.0002351517,0.001820405,0.0003219883,0.004546704,0.00004597674,0.0004049719,0.01590179],"study_design_scores_gemma":[8.897675e-7,0.000002056473,0.9991867,0.00000426088,0.000002877738,0.00001442502,0.0003515654,0.00006740027,0.00006600982,0.000003774503,0.0002980091,0.00000191383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998736,0.000146146,0.00002571581,0.00001661717,5.70799e-7,0.000003557957,0.0003411761,0.000003368159,0.0007268414],"genre_scores_gemma":[0.998256,0.0001735573,0.0001362047,0.00001717086,7.842389e-7,0.00000560167,0.0007433669,0.000002700439,0.0006644939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08621901,"threshold_uncertainty_score":0.1734535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004033045145525472,"score_gpt":0.1602917011649755,"score_spread":0.15625865601945,"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."}}