{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0186147,0.001229948,0.001292694,0.003166409,0.002041399,0.005298657,0.002658634,0.008708231,0.02571862],"category_scores_gemma":[0.03106453,0.0003259606,0.001008581,0.002698017,0.01546938,0.006544301,0.005300469,0.007289325,0.003362733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299729,"about_ca_system_score_gemma":0.002002938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844313,"about_ca_topic_score_gemma":0.004430737,"domain_scores_codex":[0.9912775,0.002447833,0.0006270487,0.002428053,0.002569475,0.0006501467],"domain_scores_gemma":[0.8854008,0.07930446,0.01460758,0.005678278,0.01179889,0.003209951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002321789,0.0007539535,0.1863462,0.02279239,0.002615423,0.001894453,0.006614908,0.001742381,0.01097469,0.2775258,0.06681141,0.4196065],"study_design_scores_gemma":[0.0002546087,0.00123271,0.2195494,0.01899051,0.001422863,0.00269192,0.03673884,0.001726274,0.006389221,0.2384873,0.4722211,0.0002952128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1242543,0.2019408,0.0118998,0.4361235,0.01076398,0.00008388047,0.001321825,0.000161159,0.2134508],"genre_scores_gemma":[0.7863656,0.07105144,0.003849021,0.1213544,0.008637021,0.00007715015,0.0007201291,0.00004758721,0.007897573],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02571862,"threshold_uncertainty_score":0.09844512,"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."}}