{"id":"W4246875806","doi":"10.4095/263391","title":"The Geological Survey of Canada's Mountain Pine Beetle Project - ground surveys","year":2010,"lang":"en","type":"report","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geological survey; Ground beetle; Mountain pine beetle; Geography; Forestry; Survey research; Archaeology; Ecology; Geology; Biology; Habitat; Paleontology; Business","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":[0.00106734,0.0009439659,0.0005557304,0.003255133,0.002421787,0.001245408,0.001509753,0.0005023221,0.01010233],"category_scores_gemma":[0.002387925,0.0005999431,0.0003587898,0.007395821,0.0004140482,0.000659476,0.001099152,0.001311573,0.003099299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02594415,"about_ca_system_score_gemma":0.1220847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957303,"about_ca_topic_score_gemma":0.9980074,"domain_scores_codex":[0.9986662,0.00007457497,0.00004708793,0.00006934162,0.0008632643,0.0002795003],"domain_scores_gemma":[0.9957638,0.00009760587,0.000116698,0.00008672127,0.003566187,0.0003689408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000789588,0.00009173342,0.02834369,0.0003711312,0.00004026373,0.0000864618,0.0003057891,0.0004010593,0.0002422463,0.00184489,0.9385807,0.02961307],"study_design_scores_gemma":[0.0001051615,0.00003991778,0.2895345,0.0003578481,0.00005817171,0.00008355806,0.002335253,0.0008750653,0.0008629604,0.0004286304,0.7052486,0.00007035508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01542503,0.001970215,0.0008997932,0.004620968,0.0004441891,0.0009170343,0.8927847,0.0004524927,0.08248565],"genre_scores_gemma":[0.07718786,0.009749734,0.01179984,0.001856351,0.00009524994,0.001285325,0.7059689,0.0002780179,0.1917788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02594415,"threshold_uncertainty_score":0.1882389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617521586465472,"score_gpt":0.2602713739433469,"score_spread":0.2340961580786922,"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."}}