{"id":"W3131399462","doi":"10.1007/s00253-021-11172-7","title":"Selection of entomopathogenic fungus Beauveria bassiana (Deuteromycotina: Hyphomycetes) for the biocontrol of Dendroctonus ponderosae (Coleoptera: Curculionidae, Scolytinae) in Western Canada","year":2021,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dendroctonus; Mountain pine beetle; Beauveria bassiana; Biology; Pinus contorta; Bassiana; Bark beetle; Entomopathogenic fungus; Botany; Population; Biological pest control; Curculionidae; Horticulture; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001781462,0.0002316303,0.000202463,0.0003774299,0.0007019379,0.0005910458,0.0004169128,0.0002059302,0.0007738298],"category_scores_gemma":[0.0002163655,0.0001352144,0.0001649347,0.0003143348,0.0002170612,0.0001185705,0.0002616566,0.0003798204,0.0001494369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938607,"about_ca_system_score_gemma":0.002331941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2892641,"about_ca_topic_score_gemma":0.5986122,"domain_scores_codex":[0.9997531,0.00001995014,0.00001152632,0.00004212174,0.00008961556,0.00008368414],"domain_scores_gemma":[0.9997464,0.00002217077,0.00002525518,0.0000111047,0.00008013782,0.0001149511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002582504,0.0002935652,0.008796212,0.00002478739,0.00001473421,0.0001162785,0.0001646923,0.0001363568,0.9841676,0.00004787017,0.0001006204,0.005879022],"study_design_scores_gemma":[0.0001497352,0.002911415,0.5538908,0.00002802833,0.0001748034,0.0006296065,0.002006424,0.003032924,0.429547,0.00006016763,0.007511862,0.00005725417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987395,0.0001111107,0.0001520092,0.00002866724,0.000004022667,0.00002616627,0.0001138501,0.00001046305,0.0008141036],"genre_scores_gemma":[0.9926984,0.000327834,0.001293518,0.00005604643,0.000002560208,0.0000199765,0.0005677465,0.000009078292,0.005024962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7107359,"threshold_uncertainty_score":0.5751607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003740818868440593,"score_gpt":0.1801202466711142,"score_spread":0.1763794278026736,"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."}}