{"id":"W4392561943","doi":"10.22543/0090-0222.2467","title":"Observations on a Dendroctonus simplex (Coleoptera: Curculionidae: Scolytinae) Outbreak in a Rangewide Tamarack (Larix laricina) Provenance Plantation in Michigan","year":2024,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service; U.S. Department of Agriculture; College of Engineering, Michigan State University; Brigham Young University; Michigan State University; University of Minnesota","keywords":"Biology; Larch; Curculionidae; Forestry; Provenance; Latitude; Outbreak; Bark (sound); Botany; Ecology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005171964,0.0002035636,0.0001867596,0.0001335114,0.0001460156,0.00007877525,0.0003641467,0.0001071898,0.0002505235],"category_scores_gemma":[0.00007954059,0.0001492887,0.00005554608,0.0007987602,0.0002761103,0.0002324279,0.0001659285,0.00031856,0.0004890895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738181,"about_ca_system_score_gemma":0.00002077723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021207,"about_ca_topic_score_gemma":0.08683243,"domain_scores_codex":[0.9984853,0.0001568223,0.0002932734,0.0004476502,0.0002060454,0.0004109278],"domain_scores_gemma":[0.9993883,0.0002024437,0.0000675656,0.0002984284,0.000004891056,0.00003837852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005717032,0.0008276049,0.8757296,0.0002006803,0.00008227817,0.002445123,0.008739361,0.02935833,0.001793831,0.0601968,0.004679712,0.01537493],"study_design_scores_gemma":[0.0005719952,0.0001817108,0.9810178,0.0001161785,0.00002508567,0.00004622713,0.0001455719,0.004638317,0.0002691314,0.004142444,0.008635001,0.0002105493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982774,0.0001261697,0.0001096835,0.001988401,0.0002518817,0.0009050774,0.00001626961,0.0000941949,0.0137343],"genre_scores_gemma":[0.9952813,0.0000478406,0.0001072122,0.0009208369,0.00002732979,0.0003100803,0.00003843895,0.00001436806,0.003252549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1052881,"threshold_uncertainty_score":0.9298305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330254606949954,"score_gpt":0.2584327070851458,"score_spread":0.2351301610156463,"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."}}