{"id":"W4407617728","doi":"10.1111/oik.10757","title":"Host specificity of herbivorous insects promotes negative species–genetic diversity relationship","year":2025,"lang":"en","type":"article","venue":"Oikos","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Herbivore; Biology; Host (biology); Ecology; Host specificity; Genetic diversity; Diversity (politics); Evolutionary biology; Zoology; Population","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":[0.00005774841,0.00007569113,0.0001260605,0.000009301098,0.0003501479,0.00001405904,0.0001395062,0.00004337215,0.0001399207],"category_scores_gemma":[0.0001071137,0.00003057919,0.00005013128,0.0002823958,0.00008216871,0.00003854865,0.0002028898,0.00006772327,0.00001833676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001789151,"about_ca_system_score_gemma":0.000004106154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004845815,"about_ca_topic_score_gemma":0.002528366,"domain_scores_codex":[0.9994881,0.0000348951,0.0001048566,0.0001437439,0.0001076588,0.0001207567],"domain_scores_gemma":[0.9995884,0.000268233,0.00005146631,0.0000176097,0.00005063191,0.00002360232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003422616,0.00007347613,0.9329889,0.00001355612,0.00001859126,0.000004085938,0.0002155065,3.772473e-7,0.0620194,0.001445007,0.0009758149,0.002210993],"study_design_scores_gemma":[0.00006214982,0.00008558251,0.9912038,0.00002702926,0.000009798782,5.240648e-7,0.0002662728,0.000004603502,0.005746929,0.001470895,0.001055821,0.00006659953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808133,0.0001783236,0.000002699704,0.0005326999,0.00004185336,0.0001153086,0.00004294592,0.00002624613,0.01824668],"genre_scores_gemma":[0.9976648,0.00003679876,0.00005230432,0.00004859091,0.00005609659,0.000002002929,0.000003400683,2.003163e-7,0.002135795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05821483,"threshold_uncertainty_score":0.269309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06029595810485092,"score_gpt":0.210232753848228,"score_spread":0.1499367957433771,"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."}}