{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001349988,0.0001082366,0.0000925101,0.0002648257,0.0003588389,0.0003196546,0.0001157547,0.0001238569,0.0007228577],"category_scores_gemma":[0.0002210097,0.0000656706,0.00009039238,0.0001470859,0.0001919169,0.0002649159,0.0002373744,0.0001962118,0.00004146212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700823,"about_ca_system_score_gemma":0.0001654402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01920402,"about_ca_topic_score_gemma":0.1110823,"domain_scores_codex":[0.9999487,0.00001091227,0.000002577997,0.0000146838,0.000008611561,0.00001450765],"domain_scores_gemma":[0.9997452,0.00003041458,0.0001136996,0.00001086944,0.00003172876,0.00006810649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007165553,0.00005501596,0.97605,0.00002075997,0.00001817079,0.0001219736,0.001342612,0.00005369275,0.01728677,0.00003430115,0.00006510531,0.004879975],"study_design_scores_gemma":[2.390792e-7,0.00001256789,0.9995847,0.000001361064,0.000001416922,0.00002240191,0.0002576917,0.00002285405,0.0000504575,0.000002477166,0.0000432938,5.58439e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997277,0.00005519119,0.00001325019,0.00001030968,3.827775e-7,9.583902e-7,0.00001696058,5.887349e-7,0.0001746758],"genre_scores_gemma":[0.9996762,0.00008474825,0.00005950161,0.0000159443,0.00000166303,0.000002417137,0.00004602706,4.218709e-7,0.0001129715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01920402,"threshold_uncertainty_score":0.03818446,"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."}}