{"id":"W2944428838","doi":"10.1016/j.foreco.2019.04.056","title":"A decision framework for hemlock woolly adelgid management: Review of the most suitable strategies and tactics for eastern Canada","year":2019,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Natural Resources Canada","funders":"","keywords":"Nova scotia; Forest management; Geography; Forest ecology; Environmental resource management; Adaptive management; Invasive species; Ecosystem management; Ecosystem; Ecology; Forestry; Environmental planning; Biology; Environmental science; Archaeology","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":[0.008421864,0.001825322,0.001512065,0.007027839,0.003016536,0.006377649,0.003733318,0.00189758,0.002615477],"category_scores_gemma":[0.008135148,0.0005655788,0.001211124,0.006147763,0.003647075,0.00214078,0.001470194,0.003197338,0.000424804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05451206,"about_ca_system_score_gemma":0.08938312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6967804,"about_ca_topic_score_gemma":0.8576905,"domain_scores_codex":[0.9968548,0.001039762,0.0003641474,0.0001897765,0.001224368,0.0003271448],"domain_scores_gemma":[0.9944325,0.002193053,0.0006129033,0.00006351197,0.002246822,0.0004512435],"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":[0.0000919275,0.000214564,0.004110116,0.02874502,0.0004003998,0.0006737713,0.002600279,0.04233435,0.0007128415,0.1841789,0.06462868,0.6713091],"study_design_scores_gemma":[0.00005162141,0.0001677468,0.009290822,0.07119727,0.000591763,0.0004934883,0.004606612,0.01460507,0.0004623202,0.05946913,0.8388026,0.00026158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003268134,0.9174209,0.02150419,0.03143409,0.001016017,0.0004316157,0.0005097417,0.0000821513,0.02433302],"genre_scores_gemma":[0.07335185,0.8708697,0.0465496,0.004678482,0.0004380843,0.0003468544,0.0005144257,0.0000320229,0.003218976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3032196,"threshold_uncertainty_score":0.6100105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005494535418956501,"score_gpt":0.2185742453006202,"score_spread":0.2130797098816637,"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."}}