{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007553816,0.0007761979,0.0008113675,0.004658301,0.001468064,0.005065158,0.001925528,0.001288288,0.005537682],"category_scores_gemma":[0.02622083,0.000715942,0.0005798817,0.002285403,0.0009251398,0.005168192,0.003124226,0.001676692,0.001384928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0030982,"about_ca_system_score_gemma":0.008595024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03068706,"about_ca_topic_score_gemma":0.04738113,"domain_scores_codex":[0.995391,0.002371336,0.0003094039,0.0005416968,0.0009166328,0.0004699318],"domain_scores_gemma":[0.9851512,0.005006993,0.002778595,0.001254879,0.004254012,0.001554263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002156921,0.0005438832,0.1933841,0.001787711,0.0002089382,0.0005620777,0.003169712,0.1164131,0.004419358,0.05375924,0.04084485,0.5846915],"study_design_scores_gemma":[0.0001703128,0.000573845,0.1116721,0.002919683,0.0002208834,0.0005407272,0.02683477,0.5724772,0.008319681,0.1903069,0.08558407,0.0003798654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3536404,0.003034578,0.5311396,0.03124662,0.0005590412,0.002559227,0.006932877,0.00190496,0.06898281],"genre_scores_gemma":[0.6266277,0.001092408,0.3665829,0.0005359518,0.0000531454,0.000593993,0.001861274,0.00009949238,0.002553242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03068706,"threshold_uncertainty_score":0.06101692,"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."}}