{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002255693,0.0001988344,0.0004371772,0.0001725179,0.00008068302,0.0000404997,0.000265926,0.0004427729,0.0003036138],"category_scores_gemma":[0.00002887283,0.0003835783,0.00008723006,0.0004143449,0.00009954253,0.0004058233,0.00005524055,0.0002741151,0.00004530339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472653,"about_ca_system_score_gemma":0.00007758859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5105044,"about_ca_topic_score_gemma":0.9955371,"domain_scores_codex":[0.998198,0.0002153979,0.0003622214,0.0005762266,0.0003725213,0.0002756821],"domain_scores_gemma":[0.9991169,0.00006975787,0.0004305748,0.0002653904,0.00003028202,0.00008707844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006475779,0.0001610644,0.851676,0.0008715779,0.00002970039,0.0002656379,0.00007528192,0.0004205207,0.0001705687,0.000009058072,0.1400178,0.00623801],"study_design_scores_gemma":[0.002100311,0.0002188036,0.7778172,0.001640055,0.0001546946,1.048785e-7,0.003808324,0.005512511,0.0001428226,0.00005588449,0.207598,0.0009512591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857923,0.0007544542,0.000003898955,0.000004710072,0.001008966,0.0005482065,0.0000616414,0.00005019787,0.01177565],"genre_scores_gemma":[0.9535941,0.0001071565,0.00005248616,0.00000871283,0.00003793629,0.000004118118,0.0009181777,0.00003601894,0.04524133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4850328,"threshold_uncertainty_score":0.9998616,"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."}}