{"id":"W4229007192","doi":"10.1007/s10530-022-02771-0","title":"Predicting current and future distribution of Hovenia dulcis Thunb. (Rhamnaceae) worldwide","year":2022,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Fundação para a Ciência e a Tecnologia; Centro de Ciências do Mar e do Ambiente; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Biology; Biodiversity; Biodiversity hotspot; Introduced species; Invasive species; Ecology; Habitat; Species distribution; Threatened species; Range (aeronautics); Agroforestry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002430258,0.00007766924,0.0001039911,0.00001379827,0.0003620363,0.000004030813,0.000146463,0.00004098978,0.002471715],"category_scores_gemma":[0.00005640257,0.00005786238,0.0000413061,0.0001927424,0.000196157,0.00003653945,0.000817957,0.0001818103,0.0000207234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007414565,"about_ca_system_score_gemma":0.000004343512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004191883,"about_ca_topic_score_gemma":0.00006070643,"domain_scores_codex":[0.9992383,0.0001085854,0.0001556827,0.0002171393,0.0001107341,0.0001695548],"domain_scores_gemma":[0.9996722,0.00007537992,0.00007319058,0.0001193364,0.000003034199,0.00005687385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006920296,0.000469654,0.941457,0.00001080102,0.00001910463,0.00001025856,0.0002062085,0.000427389,0.003450792,0.01563497,0.01278113,0.02546347],"study_design_scores_gemma":[0.0001478553,0.0002210137,0.8601314,0.000002749649,0.000009692038,0.000006414144,0.0001899415,0.000164325,0.00005623648,0.001995197,0.1369963,0.00007889319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973559,0.0002733695,0.00007486832,0.0005157926,0.0003116096,0.00019591,0.00008292808,0.00003387383,0.001155799],"genre_scores_gemma":[0.9992556,0.0002619906,0.00008928985,0.0001266089,0.00004536464,0.0000615543,0.00008575954,0.000002405462,0.00007141032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242151,"threshold_uncertainty_score":0.9984401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053559766332466,"score_gpt":0.2363405123740204,"score_spread":0.1858049147106957,"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."}}