{"id":"W3023144338","doi":"10.1371/journal.pone.0232248","title":"Caribou in the cross-fire? Considering terrestrial lichen forage in the face of mountain pine beetle (Dendroctonus ponderosae) expansion","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; GRi Simulations (Canada); Alberta Environment and Protected Areas","funders":"Forest Resource Improvement Association of Alberta; Alberta Innovates; Fisheries and Oceans Canada; Canadian Wildlife Health Cooperative; Environment and Climate Change Canada; Alberta-Pacific Forest Industries; Alberta Agriculture and Forestry; Alberta Parks; Alberta Environment and Parks; Canadian Association of Petroleum Producers; Ministry of Environment; Alberta Biodiversity Monitoring Institute; Devon Energy Corporation; BC Oil and Gas Research and Innovation Society; Alberta Conservation Association; Canadian Natural Resources Limited; fRI Research; Cenovus Energy; ConocoPhillips","keywords":"Dendroctonus; Mountain pine beetle; Forage; Ecology; Biology; Bark beetle; Bark (sound)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003103213,0.0001225239,0.0001827597,0.0002171163,0.0006642428,0.0007290109,0.0001867151,0.0003949072,0.001998418],"category_scores_gemma":[0.001023218,0.00007976035,0.0001200161,0.0001509437,0.0002895827,0.0003726727,0.0002760971,0.0004141457,0.0001240082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980068,"about_ca_system_score_gemma":0.0003964501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04014082,"about_ca_topic_score_gemma":0.2426409,"domain_scores_codex":[0.9998621,0.00005837941,0.000004007824,0.00001907324,0.00001974849,0.00003667337],"domain_scores_gemma":[0.999744,0.00004831619,0.00007427135,0.00000836286,0.00003260889,0.000092438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008852484,0.0001492273,0.9729677,0.00005051002,0.00005464968,0.001470456,0.005585184,0.00008787388,0.001721937,0.0001882578,0.0004039632,0.01723179],"study_design_scores_gemma":[0.000005631509,0.0002170362,0.9518494,0.000108501,0.00008176987,0.001977875,0.04056192,0.0004003867,0.0004734457,0.0003584737,0.003953827,0.00001167344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979345,0.0005365359,0.00006084806,0.0002223527,0.00001209626,0.000001870415,0.00001572952,0.000001816073,0.00121425],"genre_scores_gemma":[0.9989607,0.0002963582,0.000104871,0.00009913793,0.000007545416,0.000001698095,0.00001952961,7.889017e-7,0.0005092855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04014082,"threshold_uncertainty_score":0.07981431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04390098135493684,"score_gpt":0.2453594001763651,"score_spread":0.2014584188214283,"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."}}