{"id":"W1533780971","doi":"10.22230/jem.2009v10n2a417","title":"An integrated management system for the Douglas-fir tussock moth in southern British Columbia","year":2009,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; University of Victoria; Government of British Columbia","funders":"","keywords":"Tussock; Outbreak; Biology; Biological pest control; Nuclear Polyhedrosis Virus; Douglas fir; Ecology; Botany; Virology; Larva","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002590214,0.0003187979,0.0001657032,0.0004003164,0.0008146134,0.0004451893,0.0005839426,0.0001680974,0.002618032],"category_scores_gemma":[0.0003391197,0.0001692348,0.00009279592,0.0004033285,0.0002352065,0.0002254346,0.0004205549,0.0002342662,0.0003559855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004729516,"about_ca_system_score_gemma":0.005129369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6124274,"about_ca_topic_score_gemma":0.8611761,"domain_scores_codex":[0.9997987,0.00001898898,0.000008270771,0.00005558712,0.00007758998,0.00004091887],"domain_scores_gemma":[0.999694,0.00001166108,0.00003559395,0.00001817816,0.0001391374,0.0001013403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002542225,0.002244056,0.1619982,0.0005113345,0.0001260058,0.0006981905,0.001654226,0.00616064,0.4055941,0.0005920518,0.006699827,0.4111791],"study_design_scores_gemma":[0.0009887628,0.008867902,0.8378349,0.0001459375,0.0003869972,0.000655764,0.002071691,0.03091559,0.05987028,0.0001829509,0.05790551,0.000173779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872779,0.000268689,0.004677661,0.0000926126,0.00001391615,0.0006856226,0.0005578542,0.0006013698,0.005824381],"genre_scores_gemma":[0.9551449,0.0003866931,0.02255781,0.00009465664,0.000007754396,0.0005284758,0.001611487,0.00003129129,0.01963687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3875726,"threshold_uncertainty_score":0.7797102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008695866741348614,"score_gpt":0.1980918097820299,"score_spread":0.1893959430406813,"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."}}