{"id":"W4411257097","doi":"10.3897/neobiota.99.152680","title":"Multiple targets of the Global Biodiversity Framework must be addressed to manage invasive alien species in protected areas","year":2025,"lang":"en","type":"article","venue":"NeoBiota","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Stellenbosch; Tertiary Education Commission","keywords":"Alien species; Alien; Biodiversity; Invasive species; Geography; Ecology; Environmental resource management; Introduced species; Environmental planning; Biology; Environmental science; Political science; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001241476,0.0001758818,0.0002822378,0.00001962763,0.0001684201,0.00004034387,0.0008159342,0.0002221406,0.0003050958],"category_scores_gemma":[0.001673629,0.00006175118,0.0001459993,0.001149686,0.0002271367,0.00004748222,0.0005560613,0.0002054504,0.00002416523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102075,"about_ca_system_score_gemma":0.00001473345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140181,"about_ca_topic_score_gemma":0.008350203,"domain_scores_codex":[0.9987469,0.0001425083,0.0002392674,0.0003652805,0.0001916941,0.0003143129],"domain_scores_gemma":[0.999139,0.0004159703,0.000108489,0.0001459582,0.0001232352,0.00006736572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002580724,0.0001904195,0.7556319,0.00002258766,0.00004377745,0.00001146545,0.0001210761,0.000016491,0.2351333,0.001804305,0.003757616,0.003009024],"study_design_scores_gemma":[0.0002178637,0.0001079285,0.9614232,0.00007862386,0.000009620883,4.148752e-7,0.0004900648,0.000002070575,0.0142293,0.0009947296,0.02231266,0.000133515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749368,0.000104015,0.000005823872,0.02051619,0.0001706754,0.0008860583,0.0006607246,0.00004117405,0.002678577],"genre_scores_gemma":[0.9966761,0.00001615273,0.0001885376,0.002852165,0.00004294632,0.0000198479,0.00002631382,2.892385e-7,0.0001776641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.220904,"threshold_uncertainty_score":0.4659609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412148315184352,"score_gpt":0.2166872019507185,"score_spread":0.192565718798875,"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."}}