{"id":"W4389567975","doi":"10.1007/s10530-023-03209-x","title":"Overwhelming evidence galvanizes a global consensus on the need for action against Invasive Alien Species","year":2023,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Biology; Alien species; Invasive species; Biodiversity; Ecosystem services; Alien; Science policy; Environmental resource management; Introduced species; Ecology; Ecosystem; Political science; Public administration","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":[],"category_scores_codex":[0.0002848682,0.0001358766,0.0001466301,0.00001301583,0.0007555245,0.00001861454,0.0002193395,0.0001225125,0.0005666048],"category_scores_gemma":[0.002425602,0.00007385775,0.0001032738,0.0003036802,0.000629073,0.00004115883,0.0003269007,0.0001103589,0.0008891558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253459,"about_ca_system_score_gemma":0.00001331986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002817917,"about_ca_topic_score_gemma":0.0004263372,"domain_scores_codex":[0.9989932,0.0001056309,0.0001569993,0.0003113936,0.0001198947,0.0003128838],"domain_scores_gemma":[0.9973836,0.00233505,0.00006844554,0.0001438966,0.00001301802,0.00005602137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003052887,0.0001951977,0.6062485,0.00000787127,0.00004683921,0.00004052425,0.0003057825,0.0002148283,0.2156139,0.008409021,0.1663575,0.002254708],"study_design_scores_gemma":[0.0001512288,0.0004898487,0.9840901,0.00003628546,0.00001953975,0.000003955011,0.002482464,0.00004795409,0.002909724,0.001666399,0.007935428,0.0001670287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896473,0.00002469792,0.00001391088,0.006413828,0.0001834247,0.0004251056,0.00004775509,0.0001180221,0.003125956],"genre_scores_gemma":[0.9971702,0.0003267259,0.0001357231,0.001581608,0.00005536519,0.0001364066,0.000007688393,0.000003837798,0.0005825171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3778416,"threshold_uncertainty_score":0.9998888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.506522943604732,"score_gpt":0.3472381535693915,"score_spread":0.1592847900353405,"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."}}