{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001716203,0.0002539343,0.0001933249,0.0005827647,0.0009222935,0.000577174,0.0002839158,0.0001885923,0.0005730608],"category_scores_gemma":[0.0002808569,0.0001460658,0.0001719417,0.0006269269,0.0004176831,0.0001270434,0.0002492335,0.0002632559,0.0001048178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002117386,"about_ca_system_score_gemma":0.00161972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4806101,"about_ca_topic_score_gemma":0.7685105,"domain_scores_codex":[0.9997683,0.00000830734,0.000007752448,0.00005024983,0.00009122051,0.000074216],"domain_scores_gemma":[0.9995534,0.00002711345,0.0001322987,0.00001370055,0.0001673748,0.0001061349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004006429,0.00004932395,0.7607237,0.00008710383,0.00007242666,0.0002481291,0.001691702,0.0001447788,0.2294683,0.00005458153,0.0001521484,0.006907122],"study_design_scores_gemma":[5.810845e-7,0.00003509386,0.9980376,0.000003077073,0.000007250155,0.00003932827,0.0002623249,0.00004793982,0.001415544,0.000003132691,0.0001462345,0.000001857376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991897,0.00007112632,0.0000848061,0.000006376637,5.252454e-7,0.00000672756,0.0002522287,0.000003214684,0.0003853523],"genre_scores_gemma":[0.9986965,0.00007957564,0.000311116,0.0000142079,5.873961e-7,0.00000545453,0.000450745,0.000002160107,0.000439702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5193899,"threshold_uncertainty_score":0.9556253,"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."}}