{"id":"W4365145681","doi":"10.1111/wre.12582","title":"Prioritising environmental invasive weeds of European concern for classical biological control: A reanalysis","year":2023,"lang":"en","type":"article","venue":"Weed Research","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; Center for Advanced Brain Imaging; Foreign, Commonwealth and Development Office; Ministry of Agriculture of the People's Republic of China","keywords":"Invasive species; Biodiversity; Threatened species; Ecosystem services; Introduced species; Biological pest control; Agriculture; Environmental resource management; Ecology; Environmental planning; Habitat; Business; Ecosystem; Biology; Geography; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006685605,0.00106135,0.001759761,0.005818685,0.0003536336,0.002076632,0.0008737177,0.0005192789,0.004269734],"category_scores_gemma":[0.009549932,0.0002966317,0.00740306,0.006381372,0.0002787178,0.0007055515,0.001175771,0.0008665869,0.0007899916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009863841,"about_ca_system_score_gemma":0.001936744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05410813,"about_ca_topic_score_gemma":0.03102629,"domain_scores_codex":[0.9962482,0.001499475,0.0004024728,0.0009579919,0.0005972268,0.0002946343],"domain_scores_gemma":[0.9902313,0.00572804,0.000852655,0.0006384289,0.002263008,0.0002865438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002213756,0.0003138584,0.7944436,0.0025209,0.02183028,0.0009657861,0.0007314608,0.04668471,0.005136386,0.001285143,0.01651601,0.1073581],"study_design_scores_gemma":[0.0001715435,0.0005227101,0.892209,0.0003316036,0.007815956,0.0004267289,0.001640686,0.08321337,0.001226928,0.0008451216,0.01147958,0.0001166328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933772,0.003853023,0.04360848,0.0006734525,0.0002959066,0.0005185237,0.05346601,0.001165696,0.003041765],"genre_scores_gemma":[0.9415068,0.0009387608,0.02606084,0.0001369662,0.00005771568,0.0003030662,0.02915288,0.0001951158,0.001647912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05410813,"threshold_uncertainty_score":0.1075864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967620390731652,"score_gpt":0.3308268034606177,"score_spread":0.1340647643874525,"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."}}