{"id":"W2515396391","doi":"10.4039/tce.2016.5","title":"Population dynamics and epidemiology of four species of<i>Dendroctonus</i>(Coleoptera: Curculionidae): 100 years since J.M. Swaine","year":2016,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Forest Service; U.S. Forest Service; University of Minnesota","keywords":"Dendroctonus; Curculionidae; Bark beetle; Population; Bark (sound); Ecology; Picea engelmannii; Larch; Salamandra; Mountain pine beetle; Geography; Biology; Pinus contorta; Demography; Larva; Sociology","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":[0.0005578634,0.00008456231,0.0001778799,0.00006049448,0.00009122494,0.000002400629,0.0002237553,0.00007984157,0.0007764437],"category_scores_gemma":[0.0001941429,0.00005497465,0.00003520345,0.0001320476,0.0009533687,0.00005853866,0.00009903602,0.00005656894,0.00003849194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350684,"about_ca_system_score_gemma":0.00001822224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2131738,"about_ca_topic_score_gemma":0.8057331,"domain_scores_codex":[0.999149,0.0001262523,0.0002256633,0.0001696927,0.00007369443,0.0002557442],"domain_scores_gemma":[0.9993303,0.0001911598,0.0001435225,0.0002365399,0.000007175538,0.00009131529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001302324,0.00001146994,0.9351076,0.00000661553,0.00001580727,0.0000145546,0.00006618979,0.0002658602,0.00007670045,0.06036108,0.0009031863,0.003157932],"study_design_scores_gemma":[0.0001412914,0.00007262903,0.9924382,0.000009169614,0.00001290018,0.00001574051,0.00002015389,0.0002003275,0.00003051404,0.00572997,0.001261101,0.00006798042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903684,0.00005658225,0.0002556843,0.002639702,0.0001320275,0.0001764787,0.00003109216,0.000007998638,0.00633201],"genre_scores_gemma":[0.9975352,0.00005601763,0.0001998744,0.0003398854,0.00001327713,0.000007206122,0.0000108603,0.000004612615,0.001833088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5925593,"threshold_uncertainty_score":0.8501514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123244761097965,"score_gpt":0.2360927000465715,"score_spread":0.2148602524355919,"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."}}