{"id":"W4387764854","doi":"10.1017/s0031182023000963","title":"Model worms: knowledge gains and risks associated with the use of model species in parasitological research","year":2023,"lang":"en","type":"review","venue":"Parasitology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Freie Universität Berlin; Uniwersytet Warszawski; Université de Bourgogne; University of Glasgow; Francis Crick Institute; University of Alberta; North-Eastern Hill University; University of Dundee; Warszawski Uniwersytet Medyczny; McGill University; Česká Zemědělská Univerzita v Praze; U.S. Department of Agriculture","keywords":"Heligmosomoides polygyrus; Biology; Inbreeding; Helminths; Cestoda; Ecology; Parasite hosting; Evolutionary biology; Host (biology); Experimental evolution; Zoology; Hymenolepis diminuta; Population; Genetics; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008725822,0.0003373509,0.001221125,0.0002370317,0.0002558234,0.00002301721,0.0005089469,0.0007049073,0.00006461806],"category_scores_gemma":[0.0004945141,0.0001951498,0.0001391812,0.0008272975,0.001995327,0.0001136762,0.0004112847,0.001357028,0.0003034529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002334879,"about_ca_system_score_gemma":0.0001094604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001930932,"about_ca_topic_score_gemma":0.006877882,"domain_scores_codex":[0.9968215,0.001197904,0.0005185752,0.0006262626,0.0002079805,0.0006278409],"domain_scores_gemma":[0.9958093,0.003389682,0.0002601047,0.0004241226,0.00003057535,0.00008616981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004861082,0.002537691,0.6022879,0.001753855,0.001574391,0.0003707828,0.004519915,0.08420438,0.00004372223,0.008232378,0.02925384,0.264735],"study_design_scores_gemma":[0.0009459166,0.0006831151,0.2958635,0.004277739,0.0009851734,0.0002660218,0.0002633594,0.1651662,0.00000396834,0.002413451,0.5275164,0.00161507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1574932,0.8255648,0.0007667324,0.0004334313,0.0002681747,0.002805714,0.0003819538,0.0001589397,0.01212707],"genre_scores_gemma":[0.0196554,0.974886,0.000186527,0.00002993488,0.00002742426,0.0003211471,0.00006767167,0.00003814152,0.004787739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4982626,"threshold_uncertainty_score":0.7957978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6691523097117599,"score_gpt":0.5609566782796938,"score_spread":0.1081956314320661,"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."}}