{"id":"W4401924603","doi":"10.1002/pan3.10712","title":"The neglected importance of managing biological invasions for sustainable development","year":2024,"lang":"en","type":"article","venue":"People and Nature","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Centre for Ecology and Hydrology; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Sustainability; Acknowledgement; Biodiversity; Livelihood; Sustainable development; Provisioning; Environmental planning; Environmental resource management; Convention on Biological Diversity; Resource (disambiguation); Business; Ecology; Geography; Agriculture; Biology; Economics; Computer science","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":[0.009860782,0.000328972,0.000536304,0.001717871,0.001364934,0.007296793,0.001038073,0.002584775,0.008948576],"category_scores_gemma":[0.0262949,0.0001599081,0.0005273545,0.002160589,0.003028357,0.009260573,0.002550513,0.003829068,0.001419176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315915,"about_ca_system_score_gemma":0.008264235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005372219,"about_ca_topic_score_gemma":0.009613024,"domain_scores_codex":[0.9946254,0.002744595,0.0003457112,0.0003668667,0.001647135,0.0002702501],"domain_scores_gemma":[0.9604681,0.0280347,0.0032034,0.0008184588,0.006342405,0.001133001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008994795,0.00007356427,0.005204282,0.02016316,0.0002362081,0.0007976273,0.004610723,0.001577594,0.001943172,0.1182023,0.2805371,0.5665643],"study_design_scores_gemma":[0.00001515577,0.00009377496,0.005834023,0.02230476,0.0001513234,0.0005181297,0.009229942,0.0007786502,0.0009576931,0.08549095,0.8745576,0.0000679543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01192571,0.3627991,0.008000679,0.519371,0.01398963,0.0000633972,0.0004502595,0.0001686077,0.08323172],"genre_scores_gemma":[0.311362,0.5233795,0.01523557,0.1177366,0.01351057,0.0002115319,0.0004347722,0.0001938314,0.01793566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009860782,"threshold_uncertainty_score":0.05214942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084036021284722,"score_gpt":0.2472612644342017,"score_spread":0.2264209042213545,"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."}}