{"id":"W4404865126","doi":"10.1007/s10530-024-03459-3","title":"Progress towards the control of invasive alien species in the Cape Floristic Region’s protected areas","year":2024,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Stellenbosch","keywords":"Biology; Cape; Alien; Invasive species; Floristics; Alien species; Ecology; Introduced species; Species richness; Archaeology; Geography","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":[0.003350272,0.0004122104,0.0001703389,0.001869736,0.000399994,0.0009764712,0.0007631261,0.0001931246,0.002330708],"category_scores_gemma":[0.007161629,0.0001165107,0.0003022317,0.0009969994,0.0007868175,0.0005981372,0.0005836672,0.0004902927,0.0001304867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00447845,"about_ca_system_score_gemma":0.004365338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2939983,"about_ca_topic_score_gemma":0.3809554,"domain_scores_codex":[0.9981852,0.0003793667,0.00007692586,0.0001633501,0.0008982029,0.0002970604],"domain_scores_gemma":[0.994419,0.0008741489,0.002378011,0.0002312924,0.001111644,0.0009859714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005861583,0.0003043108,0.6595044,0.001711139,0.0005147318,0.001208106,0.003275392,0.01215598,0.01735334,0.005405678,0.007060026,0.2909208],"study_design_scores_gemma":[0.00004190073,0.0003352709,0.981516,0.0003711881,0.00006538079,0.0001258643,0.0005168396,0.001601083,0.0008526724,0.0001531118,0.01439377,0.00002691742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361556,0.006685609,0.001120237,0.003139524,0.00006326165,0.0003340988,0.001515574,0.00006559589,0.05092037],"genre_scores_gemma":[0.9954547,0.001180575,0.001290102,0.0001150906,0.00002165454,0.00003550344,0.0003061535,0.000005235548,0.001590993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2939983,"threshold_uncertainty_score":0.5845741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901694422995153,"score_gpt":0.2517450991688608,"score_spread":0.06157565686934549,"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."}}