{"id":"W4387079738","doi":"10.1111/ddi.13772","title":"Global flows of insect transport and establishment: The role of biogeography, trade and regulations","year":2023,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"Animal and Plant Health Inspection Service; Centre National de la Recherche Scientifique; National Socio-Environmental Synthesis Center; Canadian Food Inspection Agency; U.S. Department of Agriculture; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Propagule pressure; Biosecurity; Biogeography; Ecology; Invasive species; Introduced species; Range (aeronautics); Geography; Mainland; Biology; Macroecology; Species distribution; Insular biogeography; Nearctic ecozone; Biological dispersal; Habitat; Taxonomy (biology); Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009131894,0.00004027057,0.00005710341,0.00001771661,0.0005405915,0.000003081163,0.00005545324,0.00002842486,0.00004500721],"category_scores_gemma":[0.00000605883,0.00003364208,0.00002262568,0.0003186612,0.0004197077,0.00007840549,0.0002621523,0.00002190644,9.062629e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009160442,"about_ca_system_score_gemma":0.00000201648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057032,"about_ca_topic_score_gemma":0.001012316,"domain_scores_codex":[0.999687,0.00001402453,0.00006209161,0.00009213168,0.00006516834,0.00007954192],"domain_scores_gemma":[0.9998536,0.00002168381,0.00002434454,0.00006522761,0.000002530222,0.0000326782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008465944,0.00003486633,0.9850655,0.000005795226,0.00001693317,7.387681e-7,0.0004420262,0.00006814962,0.00008757603,0.01350911,0.0001829737,0.0005778425],"study_design_scores_gemma":[0.0001454099,0.00002914197,0.9905573,0.000002192661,0.00004702048,0.000001349804,0.0004722078,0.000226578,0.00002740886,0.007215353,0.001243453,0.0000326028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979261,0.00005989593,0.0001011589,0.0001965452,0.00001523068,0.00009751182,0.0007051536,0.0000117432,0.0008867288],"genre_scores_gemma":[0.9997533,0.0001334719,0.0000244423,0.00001146176,0.000001482445,0.000001938089,0.00006583129,5.388372e-7,0.000007534123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006293758,"threshold_uncertainty_score":0.4157847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008233188351854917,"score_gpt":0.1853206270465783,"score_spread":0.1770874386947234,"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."}}