{"id":"W4387239500","doi":"10.1093/evolut/qpad178","title":"Hyperparasitism and the evolution of parasite virulence","year":2023,"lang":"en","type":"article","venue":"Evolution","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Engineering and Physical Sciences Research Council; Centre for Doctoral Training in Statistical Applied Mathematics, University of Bath; Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Biology; Virulence; Parasite hosting; Host (biology); Population; Zoology; Microbiology; Ecology; Gene; Genetics","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":[0.0003082243,0.0002128403,0.0002186132,0.0002747107,0.0002001186,0.0007237131,0.0002558461,0.000569346,0.0009898522],"category_scores_gemma":[0.001073578,0.0001474631,0.0002346266,0.0001833393,0.0004475317,0.0004255784,0.0007420127,0.000621254,0.0001968585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005378195,"about_ca_system_score_gemma":0.0002615741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005759474,"about_ca_topic_score_gemma":0.0005405085,"domain_scores_codex":[0.9998316,0.0000566479,0.0000105084,0.00003477799,0.00003330857,0.00003327349],"domain_scores_gemma":[0.9994392,0.0002089326,0.0001722221,0.00005270361,0.00002653936,0.0001002893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002474243,0.0001036162,0.02330291,0.0000752974,0.00005147206,0.0005504679,0.0001670567,0.01454348,0.9440072,0.007714388,0.0001583146,0.009078392],"study_design_scores_gemma":[0.0001551334,0.001944242,0.2947948,0.0000492763,0.0001669245,0.004752703,0.0006014808,0.4404561,0.2107432,0.03858718,0.007538157,0.0002108543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996531,0.0002127467,0.001941818,0.0001280315,0.000005356604,0.000003407642,0.00002184874,0.00002042467,0.001135402],"genre_scores_gemma":[0.9989147,0.0001487348,0.0006113386,0.00002372494,0.000002960135,0.00000370307,0.00002156644,0.000006100418,0.0002670889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009898522,"threshold_uncertainty_score":0.003902137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003944192829767261,"score_gpt":0.2323160251878415,"score_spread":0.2283718323580742,"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."}}