{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002045544,0.00009035625,0.00008705528,0.00005631665,0.0003234087,0.000004565021,0.00007772143,0.0001380891,0.0005388978],"category_scores_gemma":[0.0000177264,0.00008254506,0.00001777754,0.0001420856,0.0003617792,0.0004120069,0.0001315991,0.0001017874,0.0005514259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009730428,"about_ca_system_score_gemma":0.000003969499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003028511,"about_ca_topic_score_gemma":0.004820539,"domain_scores_codex":[0.9992946,0.00009636123,0.00009548916,0.0001868442,0.00005283906,0.000273806],"domain_scores_gemma":[0.9997081,0.00002532121,0.00004156867,0.000117196,0.00000421096,0.0001036367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000201954,0.0001848111,0.9835226,0.000003097093,0.00001250724,0.000001694458,0.00118712,0.00006302151,0.0007567623,0.01300417,0.0006894561,0.0005545826],"study_design_scores_gemma":[0.0001815045,0.0002128742,0.9849564,8.692001e-7,0.00001843568,0.000008950116,0.0001906453,0.0002227253,0.00001728884,0.009021883,0.005067317,0.0001011198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920806,0.0001484622,0.0001999289,0.00008751181,0.0004391969,0.0001389747,4.719561e-7,0.00003900507,0.006865826],"genre_scores_gemma":[0.9990647,0.00003431415,0.0002198074,0.0003328108,0.00006726567,0.00003751808,0.00001011772,0.000004705671,0.0002287211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006984117,"threshold_uncertainty_score":0.7087647,"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."}}