{"id":"W4386113063","doi":"10.1093/biosci/biad060","title":"Recent advances in availability and synthesis of the economic costs of biological invasions","year":2023,"lang":"en","type":"article","venue":"BioScience","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Natural Resources Canada","funders":"Bundesministerium für Bildung und Forschung; AXA Research Fund; Agence Nationale de la Recherche; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Leverhulme Trust; Azim Premji University; European Commission; Biodiversa+; Australian Research Council; Alexander von Humboldt-Stiftung","keywords":"Multidisciplinary approach; Legislature; Standardization; Data science; Computer science; Business; Environmental resource management; Risk analysis (engineering); Political science; Economics","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":[0.02677792,0.001310249,0.002126814,0.02009494,0.0007663738,0.00911551,0.002075995,0.001557328,0.008702104],"category_scores_gemma":[0.1017655,0.0007549454,0.001280988,0.0224896,0.003788619,0.009971248,0.003661398,0.002512336,0.000658759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00659009,"about_ca_system_score_gemma":0.003644747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005019725,"about_ca_topic_score_gemma":0.004108632,"domain_scores_codex":[0.9893058,0.004801622,0.001381729,0.001348587,0.002961911,0.0002003207],"domain_scores_gemma":[0.836071,0.1254434,0.01528999,0.007800797,0.01462892,0.0007659946],"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":[0.0004019644,0.00007792926,0.007325966,0.01688474,0.0007334785,0.0001540716,0.001520033,0.01571137,0.0009423239,0.2292041,0.009902471,0.7171415],"study_design_scores_gemma":[0.00003442158,0.0001641157,0.03579978,0.01895225,0.000751055,0.0006923447,0.003015446,0.01470193,0.002464865,0.4603441,0.4628036,0.0002759333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.034623,0.7891893,0.08341011,0.03581296,0.002844729,0.00007917575,0.004337816,0.000192339,0.04951048],"genre_scores_gemma":[0.3442464,0.5760624,0.06533064,0.00211524,0.005304766,0.0002644133,0.003277084,0.0003067039,0.003092386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02677792,"threshold_uncertainty_score":0.1416169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129116683327413,"score_gpt":0.2416291639515392,"score_spread":0.1287174956187979,"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."}}