{"id":"W4316368909","doi":"10.1101/2023.01.13.523858","title":"Drivers of asymmetrical insect invasions between three world regions","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; University of New Brunswick","funders":"Università degli Studi di Padova; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service; European Commission; National Socio-Environmental Synthesis Center; U.S. Department of Agriculture; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Propagule pressure; Dominance (genetics); Propagule; Colonization; Introduced species; Species richness; Biology; Context (archaeology); Ecology; Invasive species; Insect; Biological dispersal; Population","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":[0.0006850404,0.0002558205,0.0003202485,0.0008716862,0.0003703176,0.001249815,0.0002945544,0.0003792607,0.002706871],"category_scores_gemma":[0.002465351,0.0001670966,0.0002588856,0.0008430471,0.0005553724,0.0005142873,0.0009954344,0.000466026,0.0001721295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002156,"about_ca_system_score_gemma":0.0001662907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002845827,"about_ca_topic_score_gemma":0.003883851,"domain_scores_codex":[0.9996654,0.00008485982,0.00001936293,0.0001215367,0.00004032577,0.00006862799],"domain_scores_gemma":[0.9980012,0.0005494065,0.001042585,0.00009903279,0.00009713316,0.0002108159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002076455,0.0000415722,0.9652472,0.00007327542,0.0002574768,0.0004127891,0.00127408,0.001971786,0.02097381,0.00287626,0.0002178342,0.006446229],"study_design_scores_gemma":[0.0000108986,0.00002507007,0.993663,0.00001149518,0.00005614157,0.0002822619,0.001101008,0.002883868,0.0007192418,0.0008056682,0.0004263035,0.00001499634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991242,0.00005946621,0.0002190432,0.0000309547,7.787258e-7,0.000001786307,0.00006074146,0.000005217217,0.0004977205],"genre_scores_gemma":[0.9997987,0.00001794726,0.0001018972,0.00000473486,8.638362e-7,0.000001285363,0.00003835659,0.000002071856,0.00003422815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002845827,"threshold_uncertainty_score":0.009055436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317584064520882,"score_gpt":0.2254072638499371,"score_spread":0.09364885739784892,"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."}}