{"id":"W1965286061","doi":"10.1016/j.vetpar.2013.07.009","title":"Out of sight but not gone: Sero-surveillance for cattle grubs, Hypoderma spp., in western Canada between 2008 and 2010","year":2013,"lang":"en","type":"article","venue":"Veterinary Parasitology","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Veterinary medicine; Population; Serology; Biology; Prevalence; Feedlot; Animal science; Medicine; Antibody; Environmental health; Immunology","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":[0.00007831522,0.000140176,0.0003602733,0.00001283431,0.00008397664,0.000006792073,0.0001185797,0.0001235935,0.00005268231],"category_scores_gemma":[0.00002879805,0.00006639789,0.00003115456,0.00005746985,0.0001949739,0.0000617599,0.00008373279,0.00008311687,0.00001373404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001494659,"about_ca_system_score_gemma":0.00001448183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1408172,"about_ca_topic_score_gemma":0.4184026,"domain_scores_codex":[0.9990498,0.0000819276,0.0002442149,0.000257899,0.00006178475,0.0003043176],"domain_scores_gemma":[0.99929,0.0004586324,0.00008798038,0.00005935199,0.00004567235,0.00005831198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006083823,0.00002237597,0.973932,0.00002060777,0.00002257538,0.0000206129,0.00006485838,9.160833e-7,0.01997695,0.000009113819,0.002884482,0.002984635],"study_design_scores_gemma":[0.0002276099,0.0005182169,0.9931509,0.000007187281,0.000004933862,0.0000516226,0.00006732173,0.000005189881,0.001161193,0.00008683812,0.004586218,0.0001327754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962794,0.0003265235,0.000001532353,0.002503689,0.0004044793,0.0002347827,0.0001257134,0.00001078016,0.0001131217],"genre_scores_gemma":[0.9990209,0.00004535326,0.00007235079,0.0002348796,0.00009504464,0.00005036162,0.00003765161,0.000001101492,0.0004423827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2775853,"threshold_uncertainty_score":0.8649042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0368294944186949,"score_gpt":0.2682072004558163,"score_spread":0.2313777060371214,"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."}}