{"id":"W2158739011","doi":"10.1007/s10530-010-9883-8","title":"Potential establishment of alien-invasive forest insect species in the United States: where and how many?","year":2010,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Alien; Biosecurity; Invasive species; Biology; Ecology; Introduced species; Alien species; Interception; Propagule pressure; Biological dispersal; Population; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574449,0.0001193284,0.0001321549,0.00005736532,0.0001422732,0.00002876726,0.0003292116,0.0001276731,0.0009065691],"category_scores_gemma":[0.0001955667,0.0000665175,0.00004057753,0.0002929776,0.0007960385,0.00008123851,0.0003668046,0.0002418703,0.00002604098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001961962,"about_ca_system_score_gemma":0.000006368895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006912624,"about_ca_topic_score_gemma":0.01428165,"domain_scores_codex":[0.9991195,0.0001311698,0.0001420278,0.0002372162,0.0001283369,0.0002417599],"domain_scores_gemma":[0.999377,0.0002668315,0.00007011019,0.0002220705,0.000007887974,0.0000560638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007277116,0.0006723235,0.8817659,0.00002200377,0.00002770159,0.0001147473,0.001367066,0.001078971,0.06654962,0.02578632,0.02205301,0.0004895719],"study_design_scores_gemma":[0.0002876243,0.0003202443,0.9686881,0.000008034043,0.000009599433,0.000013745,0.001449639,0.0001419688,0.0003845658,0.003927372,0.0246574,0.0001117665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959772,0.0000211076,0.000071992,0.001954034,0.0001186239,0.0003350275,0.00001742398,0.0000160763,0.001488551],"genre_scores_gemma":[0.9981523,0.0005407099,0.0002925944,0.0007208557,0.00002013835,0.00004349237,0.00004825975,0.000003570549,0.000178144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08692215,"threshold_uncertainty_score":0.9926295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0582411855510118,"score_gpt":0.2221860191048309,"score_spread":0.1639448335538191,"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."}}