{"id":"W4388001707","doi":"10.1111/geb.13781","title":"Does non‐native diversity mirror Earth's biodiversity?","year":2023,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Leverhulme Trust; Alexander von Humboldt-Stiftung","keywords":"Biodiversity; Ecology; Habitat; Global biodiversity; Taxon; Biology; Biodiversity hotspot; Aquatic biodiversity research; Species richness; Geography; Species diversity; Global change; Taxonomic rank; Climate change","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":[0.0009791203,0.0002210312,0.0003342582,0.001722161,0.0003211596,0.001175317,0.0003364161,0.000200758,0.00178612],"category_scores_gemma":[0.002410435,0.00008960351,0.0002661879,0.00191391,0.0008643944,0.00165784,0.001075524,0.0003038192,0.0002146121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002801044,"about_ca_system_score_gemma":0.0002335483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003649321,"about_ca_topic_score_gemma":0.007557184,"domain_scores_codex":[0.9995235,0.0001268472,0.00003629263,0.0001619375,0.00008664486,0.00006469047],"domain_scores_gemma":[0.9977217,0.0005354292,0.0008753201,0.0002876581,0.0003247641,0.0002550834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003204554,0.000009478346,0.9859914,0.00009661083,0.0001456816,0.00005430039,0.000390293,0.0006133037,0.0012025,0.0005028713,0.000249858,0.01071146],"study_design_scores_gemma":[6.703535e-7,0.00001845345,0.9964084,0.00001883244,0.00001466102,0.00007350557,0.0008141662,0.0009245177,0.0001470593,0.0009350089,0.0006392304,0.000005480172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930491,0.001172083,0.001333556,0.0002472504,0.00001732989,0.000004979708,0.0007918028,0.00002181087,0.003362052],"genre_scores_gemma":[0.9992779,0.0001741527,0.0002289154,0.00002718012,0.00001198358,0.000001690238,0.0002037137,0.000003762638,0.00007065663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003649321,"threshold_uncertainty_score":0.00725615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007097701268746849,"score_gpt":0.223503852423513,"score_spread":0.2164061511547662,"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."}}