{"id":"W7133018831","doi":"","title":"The Effect of Mountain Pine Beetle Outbreak Legacies on Wildfire Severity in British Columbia, Canada","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mountain pine beetle; Outbreak; Disturbance (geology); Dendroctonus; Pinus contorta; Forest ecology; Ecosystem; Snag","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0004581161,0.0002805724,0.00028957,0.001024678,0.001774451,0.001169454,0.0007382565,0.0002840206,0.003026003],"category_scores_gemma":[0.001973871,0.0002338592,0.0002890682,0.001597764,0.0004978685,0.0002659253,0.0005589779,0.0006154912,0.0003106271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01345162,"about_ca_system_score_gemma":0.01382558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934803,"about_ca_topic_score_gemma":0.9984475,"domain_scores_codex":[0.9995528,0.00004251292,0.00003272333,0.00008765949,0.0001343259,0.0001499126],"domain_scores_gemma":[0.9971172,0.0003465499,0.0003429714,0.0000867562,0.00127628,0.0008303078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001332749,0.00003485524,0.9859096,0.00002758442,0.00007931061,0.00007690186,0.0005022751,0.0004049803,0.0005720289,0.00005553775,0.002108931,0.01009463],"study_design_scores_gemma":[0.000001511304,0.000005977563,0.9987903,0.00001324176,0.00001030776,0.000009053429,0.0006803001,0.0001240766,0.0000415676,0.000005515556,0.0003145692,0.000003550673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937726,0.0004704659,0.0000580698,0.0001623913,0.000008793556,0.00001251582,0.003040039,0.00001095447,0.00246419],"genre_scores_gemma":[0.9953303,0.0004009016,0.00008639896,0.00004908907,0.000002559653,0.000008833754,0.001861206,0.000005951257,0.002254789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01345162,"threshold_uncertainty_score":0.09759879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00290761477925503,"score_gpt":0.2273283437065739,"score_spread":0.2244207289273189,"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."}}