{"id":"W4206818038","doi":"10.1186/s13071-021-05137-y","title":"Regional heterogeneity and unexpectedly high abundance of Cooperia punctata in beef cattle at a northern latitude revealed by ITS-2 rDNA nemabiome metabarcoding","year":2022,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Helminth infection and control","field":"Veterinary","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Beef Cattle Research Council; University of Saskatchewan","keywords":"Biology; Ostertagia ostertagi; Herd; Beef cattle; Temperate climate; Veterinary medicine; Cattle Diseases; Feces; Grazing; Livestock; Anthelmintic; Nematode; Ecology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002989173,0.0002305966,0.0004371672,0.0001572743,0.0002559658,0.00002380245,0.0001959327,0.00005713034,0.0007677399],"category_scores_gemma":[0.00009343974,0.0002341465,0.00009601367,0.0004555303,0.00008837029,0.0001487743,0.000199197,0.0002071968,0.00004093602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002316371,"about_ca_system_score_gemma":0.00004963337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471639,"about_ca_topic_score_gemma":0.00236773,"domain_scores_codex":[0.9981477,0.0003163586,0.0004560053,0.000449895,0.0002988639,0.00033118],"domain_scores_gemma":[0.9991391,0.0001904422,0.0002080935,0.0002880705,0.00006308518,0.0001112314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004615822,0.0002119062,0.7659589,0.000051441,0.000118767,0.00003726038,0.0007959375,0.0001575206,0.2312451,0.0001296719,0.0005719832,0.0002599418],"study_design_scores_gemma":[0.002275139,0.0006875526,0.9715227,0.00004022799,0.00007251697,0.0002127862,0.0001801061,0.0007435908,0.006880877,0.00002681036,0.01679753,0.0005601731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969439,0.001859665,0.00002682774,0.000241624,0.000176901,0.0003379926,0.0001981564,0.00006431324,0.0001506003],"genre_scores_gemma":[0.9990896,0.00004269027,0.00006425572,0.0001585141,0.00003964923,0.000161695,0.000106591,0.00003360658,0.0003034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2243642,"threshold_uncertainty_score":0.9548219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457761473490937,"score_gpt":0.3007662868663243,"score_spread":0.2661886721314149,"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."}}