{"id":"W4406583140","doi":"10.1111/ddi.13970","title":"How to Identify Priority Sites for Invasive Alien Species Policy and Management","year":2025,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Data Commons; Department of Education, Australian Governement; Monash University; David and Elaine Potter Foundation; Ian Potter Foundation; Australian Government; Department of Agriculture, Fisheries and Forestry, Australian Government","keywords":"Biodiversity; Alien species; Invasive species; Identification (biology); Ecology; Introduced species; Environmental resource management; Geography; Global biodiversity; Alien; Biology; Environmental science; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00007051878,0.00008258234,0.00008521958,0.00004150892,0.001320534,0.0001141532,0.0001122359,0.00003640492,0.0004326403],"category_scores_gemma":[0.0001171864,0.00008626212,0.0000365099,0.0002717274,0.0001782776,0.0001505542,0.001646297,0.00003016729,0.00002604152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001308,"about_ca_system_score_gemma":0.00000480971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001824531,"about_ca_topic_score_gemma":0.0005918964,"domain_scores_codex":[0.9994245,0.00001112705,0.00005664957,0.000222852,0.0000972054,0.0001876469],"domain_scores_gemma":[0.999705,0.00004584966,0.00002038282,0.0001049122,0.00001690123,0.0001069562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003869792,0.0001286864,0.4381201,0.00009177401,0.000053764,0.000004208775,0.0006486234,0.000001335087,0.001472443,0.467167,0.09128644,0.0009868603],"study_design_scores_gemma":[0.0003010384,0.00001868986,0.8517116,0.000006790588,0.00003988054,6.103194e-7,0.002839611,0.000002930256,0.000477389,0.001832525,0.1426785,0.00009040451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678531,0.00003636707,0.004639743,0.01053256,0.00005934449,0.0004419607,0.002344701,0.00003601795,0.01405617],"genre_scores_gemma":[0.9949046,0.0002539284,0.0001056615,0.0004817686,0.00001393981,0.0000175869,0.0002641435,0.000001347971,0.003957051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4653345,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999411408569229,"score_gpt":0.2804535417333731,"score_spread":0.2404594276476808,"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."}}