{"id":"W3113779990","doi":"10.21423/aabppro20197265","title":"Exploring the species diversity of gastrointestinal nematodes in western Canadian beef cattle","year":2019,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Helminth infection and control","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada); University of Calgary; University of Saskatchewan","funders":"","keywords":"Biology; Herd; Beef cattle; Abundance (ecology); Anthelmintic; Relative species abundance; Diversity (politics); Grazing; Species diversity; Veterinary medicine; Nematode; Animal science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004822153,0.0001175502,0.0002870734,0.0002282474,0.0001050583,0.0000389169,0.0001779405,0.00002298485,0.0002900955],"category_scores_gemma":[0.0005917788,0.0001104513,0.00006519612,0.0003914889,0.0001061569,0.0006970128,0.0000838764,0.0002227715,0.00006172482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911174,"about_ca_system_score_gemma":0.0001987513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08340294,"about_ca_topic_score_gemma":0.01354634,"domain_scores_codex":[0.9988787,0.00004326005,0.0003262506,0.0001839772,0.0003171289,0.0002507123],"domain_scores_gemma":[0.9983087,0.0001986366,0.000803459,0.00008952454,0.0005204753,0.00007924723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009627034,0.00004636038,0.9913033,0.00002982034,0.00002756324,0.000001191097,0.002406365,0.000005883016,0.003510635,0.001838706,0.0002517468,0.0004821109],"study_design_scores_gemma":[0.0004115233,0.0004838288,0.9842543,0.0001067073,0.00002194386,0.00001862169,0.01250555,0.0002263964,0.0003764981,0.00004987221,0.001413377,0.0001314056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818934,0.000001723057,0.00005360244,0.004369461,0.00007896023,0.0002204223,0.00002488545,0.00002522007,0.01333238],"genre_scores_gemma":[0.9989426,0.00001891553,0.0001098457,0.0002035337,0.0000306226,0.00002514291,0.000006629681,0.000009097792,0.0006535744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06985659,"threshold_uncertainty_score":0.9227008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06229278768006191,"score_gpt":0.2750502738647621,"score_spread":0.2127574861847002,"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."}}