{"id":"W4387973474","doi":"10.1080/14888386.2023.2265894","title":"Strategies to manage invasive alien species","year":2023,"lang":"en","type":"article","venue":"Biodiversity","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Alien; Alien species; Invasive species; Ecology; Geography; Biodiversity; Environmental planning; Environmental resource management; Biology; Environmental science; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001320974,0.0001297317,0.0001574365,0.00002549243,0.0003076139,0.000115402,0.0004424803,0.00008566426,0.001090595],"category_scores_gemma":[0.0001038143,0.00004938927,0.0001050687,0.0006136669,0.0001070433,0.0001472049,0.0003969867,0.00007170192,0.005099552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003046629,"about_ca_system_score_gemma":0.000004509214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002648936,"about_ca_topic_score_gemma":0.00109885,"domain_scores_codex":[0.9990329,0.00004543704,0.00009815003,0.0003061037,0.0001886521,0.0003287132],"domain_scores_gemma":[0.9995139,0.0001861904,0.000039484,0.00006010135,0.00007017014,0.0001301962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001371455,0.00007519641,0.08682934,0.00001345533,0.00006958604,0.0001941002,0.0005646433,0.000019744,0.6505844,0.006745593,0.2418385,0.01292829],"study_design_scores_gemma":[0.00006685065,0.0001691809,0.7770753,0.000003382211,0.00000598027,6.359714e-7,0.003587264,5.910501e-7,0.00262413,0.0004724894,0.2158402,0.0001539913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751962,0.00002109088,0.000001779501,0.009534529,0.0001331273,0.0001913393,0.0002754661,0.0003056433,0.0143408],"genre_scores_gemma":[0.9966547,0.0000645905,0.00004354775,0.001390308,0.0001448735,0.000004461561,0.00009970011,2.553359e-7,0.001597603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.690246,"threshold_uncertainty_score":0.9998226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0511357346397394,"score_gpt":0.2063951365179498,"score_spread":0.1552594018782104,"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."}}