{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002244977,0.0001588479,0.0003240497,0.00006132199,0.0001173013,0.000003713877,0.0002328416,0.0003642224,0.0001149375],"category_scores_gemma":[0.00002417726,0.0001305111,0.00004467748,0.0003414621,0.0005063213,0.00002425101,0.0002558522,0.0001912622,0.000003974625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016624,"about_ca_system_score_gemma":0.00007680751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01160787,"about_ca_topic_score_gemma":0.5808685,"domain_scores_codex":[0.9988545,0.00004905185,0.0003432499,0.0003844044,0.00003444824,0.0003343191],"domain_scores_gemma":[0.9994172,0.0001396288,0.0001879736,0.0002198163,0.00001293396,0.00002237969],"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":[0.0001276645,0.00009408672,0.07259908,0.00004019132,0.00007367117,0.00001031346,0.00003657713,0.00004831147,0.9199171,0.001784389,0.0002958904,0.004972731],"study_design_scores_gemma":[0.001976505,0.0002889695,0.2343026,0.00001458321,0.00009063035,0.0002361603,0.0002355132,0.0001007049,0.7528501,0.000394461,0.009278471,0.0002313692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974477,0.0003551175,0.0005879056,0.0006381237,0.0001689164,0.0006358519,0.00003454245,0.00001691917,0.0001149807],"genre_scores_gemma":[0.99877,0.0001313624,0.0005299483,0.000336019,0.000008698171,0.0001087658,0.00002035107,0.000007766421,0.00008707089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5692607,"threshold_uncertainty_score":0.9949739,"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."}}