{"id":"W6977776979","doi":"10.6084/m9.figshare.c.6735590","title":"Genomic virulence features of Beauveria bassiana as a biocontrol agent for the mountain pine beetle population","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Impulse Buying and Technology Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canada's Michael Smith Genome Sciences Centre; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Beauveria bassiana; Bassiana; Entomopathogenic fungus; Bark beetle; Mountain pine beetle; Population; Insect; Biological pest control","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000100262,0.0002057685,0.0004173497,0.0003294417,0.00007574992,0.00003585546,0.0003832192,0.000385304,0.02902301],"category_scores_gemma":[0.0009874543,0.0001873204,0.0001634189,0.0001711625,0.000013952,0.00003335443,0.00007335081,0.0001604154,0.002630872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009614303,"about_ca_system_score_gemma":0.0000255261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378687,"about_ca_topic_score_gemma":0.0003126556,"domain_scores_codex":[0.9990445,0.000006917246,0.0003238579,0.0003270518,0.00003469829,0.0002630118],"domain_scores_gemma":[0.9987661,0.0001120072,0.0006143284,0.0004605926,0.00001626155,0.00003067579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009498883,0.00001393332,0.0001136815,0.0001561919,0.0001305216,0.000001829572,0.00002330413,0.00001133125,0.000006363509,0.002018287,0.9938883,0.003626747],"study_design_scores_gemma":[0.0005428029,0.00008390394,0.02643737,0.0007552234,0.00002265647,0.000003275174,0.00001744058,0.000221272,0.00004413615,0.002460807,0.9691057,0.0003054443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000227561,0.02871668,0.00004714308,0.001052053,0.000857616,0.002624068,0.900414,0.0007628519,0.06529806],"genre_scores_gemma":[0.3671964,0.001431042,0.0004297414,0.001194042,0.001709956,0.002922517,0.08299172,0.002728238,0.5393963],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8174223,"threshold_uncertainty_score":0.9981457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991100045286389,"score_gpt":0.2556259128194113,"score_spread":0.2157149123665474,"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."}}