{"id":"W4402309777","doi":"10.1111/ddi.13911","title":"Why so many Hemiptera invasions?","year":2024,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"U.S. Forest Service; U.S. Department of Agriculture; COmON Stichting; National Socio-Environmental Synthesis Center; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Hemiptera; Ecology; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00005078981,0.00004687668,0.00003730589,0.00001452281,0.001248062,0.00003434138,0.00007388522,0.00003304871,0.002973018],"category_scores_gemma":[0.000009355833,0.00004472461,0.00002710993,0.0001159058,0.0002031999,0.000153666,0.001090589,0.00006342452,0.0005681805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005649179,"about_ca_system_score_gemma":0.00000257039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004057612,"about_ca_topic_score_gemma":0.0002156641,"domain_scores_codex":[0.9996386,0.0000100612,0.00003831906,0.0001424903,0.00005963058,0.000110916],"domain_scores_gemma":[0.9998471,0.00002089161,0.000005704577,0.00006980306,0.000001761955,0.00005476759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001161546,0.0001377421,0.1514755,0.00002958857,0.00004748628,0.0001258813,0.00121578,0.00005286524,0.0002018805,0.1708559,0.6725901,0.003255602],"study_design_scores_gemma":[0.0001144456,0.00003163022,0.3690324,0.000009131201,0.00004495224,0.00001159755,0.0001438604,0.0005146934,0.00005608259,0.009418951,0.6205078,0.0001144557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977439,0.0001432481,0.006472244,0.002055668,0.0002346875,0.0001020927,0.0001377861,0.0001056696,0.01330963],"genre_scores_gemma":[0.9984657,0.00005182723,0.00005791945,0.0007216443,0.000009014244,0.000002895243,0.00004947626,0.000001120979,0.0006403573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2175569,"threshold_uncertainty_score":0.9979384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712365458975778,"score_gpt":0.2057592857258399,"score_spread":0.1886356311360821,"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."}}