{"id":"W4221012349","doi":"10.1007/s10530-022-02755-0","title":"Managing biological invasions: the cost of inaction","year":2022,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; AXA Research Fund; Agence Nationale de la Recherche; Biodiversa+; Kuwait Foundation for the Advancement of Sciences; Alexander von Humboldt-Stiftung; Fondation BNP Paribas; Belmont Forum; Gulf University for Science and Technology","keywords":"Biology; Ecology; Invasive species; Natural resource economics; Environmental resource management; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001323754,0.0008355009,0.0007117067,0.0006102674,0.0006131065,0.003065325,0.001722889,0.002091545,0.007560088],"category_scores_gemma":[0.003634769,0.0004827133,0.0008239723,0.000635783,0.001203816,0.003786788,0.0013741,0.001721961,0.0005838583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003065159,"about_ca_system_score_gemma":0.001987785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01149385,"about_ca_topic_score_gemma":0.00724824,"domain_scores_codex":[0.9993657,0.0002316872,0.00002168034,0.00008108444,0.0001187468,0.0001810719],"domain_scores_gemma":[0.9985332,0.0006867342,0.00029214,0.00009574304,0.0001924235,0.000199648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001287677,0.00007776845,0.002766452,0.0001483275,0.0000501636,0.0001612637,0.00007678242,0.8831739,0.00159486,0.09182469,0.002022761,0.01797425],"study_design_scores_gemma":[0.00003754017,0.0002784988,0.004381736,0.0001404094,0.00008971676,0.0003617811,0.0003765111,0.9093984,0.0009231317,0.07567434,0.008270229,0.0000677719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5059562,0.003117685,0.344241,0.01112562,0.0003683372,0.0005193709,0.001975384,0.0003190476,0.1323774],"genre_scores_gemma":[0.9801033,0.0009200445,0.008742056,0.0001895871,0.00003410532,0.0001202644,0.0001330209,0.0000457322,0.009711895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149385,"threshold_uncertainty_score":0.02529097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3052835904870474,"score_gpt":0.2595526214762757,"score_spread":0.04573096901077173,"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."}}