{"id":"W4389246342","doi":"10.1079/cabireviews.2023.0034","title":"A review of the impacts and management of invasive plants in forestry","year":2023,"lang":"en","type":"review","venue":"CABI Reviews","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Context (archaeology); Invasive species; Forest health; Forestry; Community forestry; Silviculture; Forest management; Environmental resource management; Agriculture; Business; Profitability index; Environmental planning; Agroforestry; Geography; Ecology; Environmental science; Biology","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":[0.001720093,0.001002834,0.001853155,0.006114838,0.0005782741,0.002018621,0.001088158,0.001405297,0.003046666],"category_scores_gemma":[0.003926145,0.00053879,0.001086546,0.008436376,0.0006330567,0.00155778,0.0007044855,0.001238602,0.0006293437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668504,"about_ca_system_score_gemma":0.00582656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096254,"about_ca_topic_score_gemma":0.02399458,"domain_scores_codex":[0.9988825,0.0002572335,0.0002610724,0.0001283368,0.0004001634,0.00007069491],"domain_scores_gemma":[0.9965707,0.002220494,0.0004917516,0.00004752108,0.0005802177,0.00008932655],"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":[0.00006513493,0.00007460239,0.0003746094,0.2744742,0.0003461895,0.0002467395,0.0005043556,0.0004470329,0.001210438,0.003322672,0.02418751,0.6947465],"study_design_scores_gemma":[0.00001038883,0.000136157,0.003223623,0.1682087,0.0008185192,0.0007280053,0.0004598477,0.00009630303,0.0003675078,0.0010304,0.8248863,0.00003435156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009066845,0.9993279,0.00002887763,0.0001059212,0.00007806395,0.000004550138,0.00001523766,0.000001734114,0.000347003],"genre_scores_gemma":[0.0006079897,0.9991026,0.00007455272,0.00007160058,0.00003665117,0.000003983518,0.00001345606,5.376594e-7,0.00008867999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01096254,"threshold_uncertainty_score":0.02179748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08606713247663429,"score_gpt":0.3491419060643978,"score_spread":0.2630747735877635,"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."}}