{"id":"W4200097145","doi":"10.1186/s13071-021-05101-w","title":"Seasonal epidemiology of gastrointestinal nematodes of cattle in the northern continental climate zone of western Canada as revealed by internal transcribed spacer-2 ribosomal DNA nemabiome barcoding","year":2021,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Helminth infection and control","field":"Veterinary","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Calgary","funders":"Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; Beef Cattle Research Council; UK Research and Innovation","keywords":"Internal transcribed spacer; Biology; Ribosomal DNA; DNA barcoding; Parasitology; Ribosomal RNA; Entomology; Seasonality; Zoology; Ecology; Phylogenetics; Genetics; Gene","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":[0.000216927,0.0002106823,0.0001685402,0.0009868174,0.001164929,0.0006092379,0.0003931303,0.0001655738,0.0006434501],"category_scores_gemma":[0.0004458236,0.0001321688,0.000105823,0.001756205,0.0005278275,0.0001287962,0.0002706907,0.0001833066,0.0000857141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007868066,"about_ca_system_score_gemma":0.005927191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9713123,"about_ca_topic_score_gemma":0.9923661,"domain_scores_codex":[0.9997389,0.00001530327,0.000009914776,0.00004903976,0.00008017398,0.0001067227],"domain_scores_gemma":[0.9992576,0.00004159189,0.0001649162,0.00001437922,0.0003285388,0.000193028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009929329,0.00001882004,0.9891875,0.00003496579,0.0000239904,0.0001379072,0.0008764947,0.0001005679,0.004952967,0.00003683739,0.0002984695,0.004232138],"study_design_scores_gemma":[0.000001061256,0.0000139065,0.9988783,0.00000622225,0.000005487185,0.00003804338,0.0006298509,0.00008001739,0.00009185595,0.000003701713,0.0002497096,0.00000187642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984725,0.0002381933,0.0000511365,0.00002521321,0.000001944318,0.00001056869,0.0006857549,0.000004115394,0.0005106486],"genre_scores_gemma":[0.9982681,0.000251187,0.0002723241,0.00003101492,0.000001804483,0.00000742662,0.0007157425,0.000001489604,0.0004508491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02868766,"threshold_uncertainty_score":0.05771315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02686975195704365,"score_gpt":0.3086631759161203,"score_spread":0.2817934239590766,"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."}}