{"id":"W2922264535","doi":"10.1002/ps.5408","title":"Prediction of current and future potential distributions of the <i>Eucalyptus</i> pest <i>Leptocybe invasa</i> (Hymenoptera: Eulophidae) in China using the CLIMEX model","year":2019,"lang":"en","type":"article","venue":"Pest Management Science","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Key Research and Development Program of China","keywords":"Eulophidae; PEST analysis; Hymenoptera; Eucalyptus; Biology; China; Integrated pest management; Ecology; Botany; Geography; Parasitoid","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":[0.0005365043,0.0001285302,0.0001282154,0.00005046076,0.0002856407,0.00004809031,0.0006049435,0.00002839203,0.000746821],"category_scores_gemma":[0.000009086352,0.00008335862,0.00005419299,0.001028465,0.0008929941,0.000358128,0.0008143706,0.0001347983,0.00001526263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736879,"about_ca_system_score_gemma":0.00002053055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008278934,"about_ca_topic_score_gemma":0.00004564297,"domain_scores_codex":[0.9983703,0.00003881188,0.0002877567,0.000352403,0.000656696,0.0002940557],"domain_scores_gemma":[0.999319,0.000009428617,0.0001778837,0.000421883,0.0000171985,0.00005466062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006961815,0.00115819,0.7823357,0.0003011417,0.00002878779,0.000002418505,0.002169009,0.03405764,0.09481403,0.07398884,0.002306873,0.008767737],"study_design_scores_gemma":[0.0004545386,0.00003103855,0.9502975,0.00004778474,0.00003968233,0.000003537848,0.001028843,0.04334181,0.001370116,0.0004410919,0.002815023,0.0001290098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888954,0.00006913458,0.0009316824,0.000855541,0.0004384872,0.0005787606,0.0001379678,0.00001122372,0.008081811],"genre_scores_gemma":[0.9994963,0.0002512162,0.0000758665,0.00006348756,0.00002149911,0.00001320942,0.00001216073,0.000004304758,0.00006194253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1679618,"threshold_uncertainty_score":0.8177167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911039867843888,"score_gpt":0.2353164441490404,"score_spread":0.2162060454706015,"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."}}