{"id":"W7000350753","doi":"","title":"Epidemiology of Gastrointestinal Nematodes in Grazing Yearling Beef Cattle in Saskatchewan","year":2022,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Helminth infection and control","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beef cattle; Feces; Grazing; Herd; Cattle Diseases; Feedlot; Deworming; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003743828,0.0003236459,0.001014586,0.00135387,0.0001604601,0.000003642208,0.0007108817,0.0003055928,0.003247286],"category_scores_gemma":[0.00005422112,0.0004954959,0.0003566827,0.0008401906,0.0001792918,0.0007682195,0.000290624,0.0009304516,0.00002652637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269692,"about_ca_system_score_gemma":0.0008241421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02342776,"about_ca_topic_score_gemma":0.05909602,"domain_scores_codex":[0.9977275,0.0006039579,0.00045322,0.0005750241,0.0001932023,0.000447096],"domain_scores_gemma":[0.9983798,0.0003926581,0.0006623371,0.0003718768,0.00005546961,0.0001378811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00514826,0.0007875963,0.8796511,0.001286875,0.0001924516,0.00206835,0.103906,0.0007361817,0.001645947,0.0006287311,0.0005282108,0.003420281],"study_design_scores_gemma":[0.001823479,0.0004130164,0.2662928,0.0006208569,0.00007307078,0.00004526443,0.7288875,0.0002731031,0.00006207679,0.000280337,0.0008133851,0.0004151478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925857,0.0001666167,0.0001415356,0.0001622737,0.0001938219,0.0003321196,0.0001848715,0.00009453845,0.006138504],"genre_scores_gemma":[0.9823792,0.00003996744,0.002474697,0.00003401302,0.00002427157,2.792749e-7,0.0006422004,0.00003777936,0.0143676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6249815,"threshold_uncertainty_score":0.9997497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308934555039076,"score_gpt":0.2480475304410205,"score_spread":0.2249581848906297,"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."}}