{"id":"W2108549758","doi":"10.5558/tfc83105-1","title":"A brief review of the past use of baculoviruses for the management of eruptive forest defoliators and recent developments on a sawfly virus in Canada","year":2007,"lang":"en","type":"review","venue":"The Forestry Chronicle","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Sawfly; Balsam; Biology; Outbreak; Biological pest control; Abies balsamea; Ecology; Botany; Larva; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006329936,0.0002549925,0.0007160494,0.00001137867,0.00009363201,0.00001003706,0.0007947694,0.00007852139,0.00003594561],"category_scores_gemma":[0.00007401329,0.00006960503,0.000205824,0.0004790206,0.0001555755,0.00003010178,0.0002747003,0.0001779033,6.14878e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003602607,"about_ca_system_score_gemma":0.0003423015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07202072,"about_ca_topic_score_gemma":0.388141,"domain_scores_codex":[0.9982002,0.0001560718,0.0007649147,0.0002498761,0.0003372943,0.000291619],"domain_scores_gemma":[0.9980402,0.0008583907,0.0007363083,0.0002503794,0.00007766033,0.00003704706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004296328,0.0000757409,0.0009235954,0.01381278,0.0002442151,0.000002806018,0.00002848705,0.000007909957,0.00004031028,0.0005190799,0.0006314786,0.9836707],"study_design_scores_gemma":[0.0002522143,0.0001130464,0.01978677,0.03311529,0.0005054294,0.00000892036,0.00005558676,0.00000353061,0.000152816,0.00005176682,0.9457671,0.000187537],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0213617,0.9753599,0.000001933065,0.0001447218,0.0001072895,0.002538683,0.000440145,0.000003352239,0.00004227789],"genre_scores_gemma":[0.005282809,0.9942369,0.0000466254,0.0002357083,0.00003139688,0.0001066146,0.00001730692,0.000004451395,0.00003819922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9834831,"threshold_uncertainty_score":0.9341587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402146356935188,"score_gpt":0.2792318676978483,"score_spread":0.2252104041284964,"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."}}