{"id":"W1602382626","doi":"10.1002/ece3.102","title":"Phylogeographic insights into an irruptive pest outbreak","year":2012,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Genome British Columbia; Genome Alberta; University of Alberta; Government of Alberta; Genome Canada","keywords":"Phylogeography; Ecology; Outbreak; Population; Range (aeronautics); Biology; Mountain pine beetle; Geography; Genetic diversity; Effective population size; Phylogenetics; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003903111,0.0001263007,0.0002523471,0.001807691,0.0005536465,0.0006691094,0.0002824331,0.0002681084,0.0007496632],"category_scores_gemma":[0.001159505,0.000172551,0.0001191327,0.001604967,0.0004856789,0.0002690214,0.000420245,0.0003847222,0.0001002788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009663339,"about_ca_system_score_gemma":0.0004566333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04791354,"about_ca_topic_score_gemma":0.1030566,"domain_scores_codex":[0.999862,0.00003533714,0.000007050001,0.00003838413,0.00002428533,0.00003294786],"domain_scores_gemma":[0.9993568,0.0001909365,0.0002158114,0.00003871711,0.0001191899,0.00007850798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001076876,0.00002968731,0.9736509,0.00002892563,0.00004460351,0.0002817287,0.002536005,0.001954245,0.0127373,0.0003585562,0.000127872,0.00814251],"study_design_scores_gemma":[0.000002097104,0.00001115038,0.9970539,0.000009759425,0.00001010936,0.0001449841,0.0006633858,0.001562344,0.000148016,0.00008977716,0.0003006351,0.000003918894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990597,0.00004229078,0.000222924,0.00001853808,2.124215e-7,0.000003319927,0.00007453161,0.00000373115,0.000574668],"genre_scores_gemma":[0.9991553,0.00006695617,0.0003838362,0.00001323586,0.000001100273,0.00000324125,0.0002958042,0.000002483222,0.00007815265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04791354,"threshold_uncertainty_score":0.09526932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006379591576106212,"score_gpt":0.2122753541159278,"score_spread":0.2058957625398216,"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."}}