{"id":"W2610492596","doi":"10.1371/journal.pone.0176269","title":"Colonization behaviors of mountain pine beetle on novel hosts: Implications for range expansion into northeastern North America","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service; U.S. Department of Agriculture; Minnesota Environment and Natural Resources Trust Fund; Northern Research Station; Minnesota Department of Natural Resources; University of Minnesota; Minnesota Department of Agriculture","keywords":"Mountain pine beetle; Dendroctonus; Bark beetle; Pinus contorta; Colonization; Biology; Ecology; Host (biology); Range (aeronautics); Taiga; Herbivore; Scots pine; Bark (sound); Insect; Woody plant; Botany; Pinus <genus>","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":[0.00005996557,0.00007921843,0.0001241934,0.00002939166,0.0003239089,0.0000123813,0.0002543473,0.00003833995,0.0001300453],"category_scores_gemma":[0.00006103953,0.0000784199,0.00002745421,0.00006152596,0.0001643122,0.0001256038,0.0001316546,0.00004241189,0.00008511792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008972758,"about_ca_system_score_gemma":0.000005920075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006850481,"about_ca_topic_score_gemma":0.003648683,"domain_scores_codex":[0.9994003,0.000008814081,0.0001443277,0.0001953451,0.0001184586,0.0001327602],"domain_scores_gemma":[0.9993162,0.00002526447,0.0001785187,0.0004190092,0.00002062956,0.00004041211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001077319,0.003542026,0.9241597,0.00004623623,0.00004624526,4.743351e-7,0.0005293835,0.0005176913,0.06629169,0.0003516979,0.0002495625,0.004157542],"study_design_scores_gemma":[0.000475589,0.0004272509,0.9959608,0.00001914514,0.00006473828,1.383341e-7,0.00002237876,0.0005913337,0.001904518,0.0001558169,0.0002872313,0.00009110359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955065,0.000003685841,0.002463219,0.0007218054,0.00002779368,0.0006923919,0.00005159123,0.0000188502,0.0005142061],"genre_scores_gemma":[0.9964385,0.00001469428,0.002630207,0.0001898873,0.00001834995,0.0002558527,0.00007646663,0.00001155936,0.0003644848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07180104,"threshold_uncertainty_score":0.3197871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911880767668521,"score_gpt":0.2515493290988081,"score_spread":0.2224305214221229,"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."}}