{"id":"W3086089291","doi":"10.1186/s13071-020-04337-2","title":"High levels of third-stage larvae (L3) overwinter survival for multiple cattle gastrointestinal nematode species on western Canadian pastures as revealed by ITS2 rDNA metabarcoding","year":2020,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Helminth infection and control","field":"Veterinary","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Beef Cattle Research Council","keywords":"Biology; Ostertagia ostertagi; Nematode; Larva; Feces; Ostertagia; Parasite hosting; Veterinary medicine; Nematodirus; Ecology; Agronomy; Animal science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002526499,0.0003695713,0.0006087962,0.0001412213,0.000178959,0.00008419114,0.0002737137,0.00008802747,0.0013747],"category_scores_gemma":[0.0009106731,0.0003459511,0.0002703263,0.0001732912,0.00007447733,0.0001769717,0.00004797714,0.0002730739,0.0002873196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139993,"about_ca_system_score_gemma":0.0001191658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02796205,"about_ca_topic_score_gemma":0.01949963,"domain_scores_codex":[0.9979178,0.0001855809,0.0005096535,0.0004867793,0.0002898923,0.0006102635],"domain_scores_gemma":[0.9982666,0.0006643357,0.0002176754,0.0002704694,0.0001259187,0.0004549369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009224887,0.0001691594,0.8246974,0.0002262265,0.0002496897,0.00009652253,0.001221293,0.0001904016,0.1626987,0.0009117958,0.008429905,0.0001864133],"study_design_scores_gemma":[0.00362829,0.002968398,0.8978648,0.0003268788,0.0001778616,0.0001131854,0.0009530004,0.001017074,0.04142398,0.00002917405,0.05049029,0.001007079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929763,0.00005914846,0.001420663,0.00139115,0.0003591151,0.0006115388,0.001294071,0.0001287919,0.001759229],"genre_scores_gemma":[0.9966205,0.000002827469,0.0002659236,0.001167367,0.0002703431,0.00006114188,0.00007961286,0.0000644703,0.001467772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212748,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07997870214598905,"score_gpt":0.3178602394474636,"score_spread":0.2378815373014745,"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."}}