{"id":"W2026170022","doi":"10.1371/journal.pone.0106401","title":"The Relationship between Parasite Fitness and Host Condition in an Insect - Virus System","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Parasite hosting; Biology; Host (biology); Obligate parasite; Genetic Fitness; Zoology; Population; Ecology; Evolutionary biology; Genetics; Biological evolution; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002175113,0.00006083084,0.00007516513,0.00002068842,0.0001113196,0.00002387714,0.00006755753,0.00008694919,0.000001026467],"category_scores_gemma":[0.0001140142,0.00005217894,0.00001179495,0.00004592851,0.00005491839,0.000003110809,0.00002465107,0.00006242778,0.000006311198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001083999,"about_ca_system_score_gemma":0.00001139003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002023032,"about_ca_topic_score_gemma":0.0005080294,"domain_scores_codex":[0.9994337,0.0001237453,0.0001203565,0.00014364,0.00007640386,0.0001021447],"domain_scores_gemma":[0.9996366,0.00005904162,0.00004228565,0.0001869745,0.000031033,0.0000440618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001782517,0.00005941751,0.9368151,0.00003604834,0.0000185225,2.589901e-7,0.00003355193,0.00001301265,0.06125602,0.001632402,0.00001549134,0.0001022789],"study_design_scores_gemma":[0.0002875584,0.000132343,0.9917959,0.00003264051,0.00002044302,0.000001254386,0.00003749887,0.001601374,0.005767329,0.0001457555,0.0000954243,0.00008248921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986846,0.0001518183,0.0006416883,0.00008377517,0.00001697693,0.0001185956,0.00001932397,0.00001058063,0.0002725972],"genre_scores_gemma":[0.9993809,0.00002595284,0.0001399117,0.00003734378,0.00009663307,0.00001676029,0.0001522532,0.000008227839,0.0001419723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05548869,"threshold_uncertainty_score":0.2127795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048171831102825,"score_gpt":0.2616373287779277,"score_spread":0.2211556104668995,"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."}}