{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003361263,0.0003253564,0.0002318004,0.001332349,0.002131473,0.001009675,0.00109827,0.0004256427,0.001034909],"category_scores_gemma":[0.0009058192,0.00027302,0.0002456333,0.002266688,0.0007248845,0.0004197159,0.000700629,0.0007822098,0.0001682072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02051275,"about_ca_system_score_gemma":0.02388027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968855,"about_ca_topic_score_gemma":0.9992274,"domain_scores_codex":[0.9994956,0.00002120094,0.00002428017,0.0000569156,0.0001475707,0.0002543587],"domain_scores_gemma":[0.9985349,0.00003609369,0.00028457,0.00002206005,0.0006770915,0.0004452598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009978984,0.00003157853,0.9896817,0.00005578401,0.00003217517,0.0003498428,0.001993353,0.0000831211,0.0004280109,0.00007568998,0.002010129,0.005158941],"study_design_scores_gemma":[0.000002872279,0.00001750101,0.9930138,0.00004544908,0.00001781962,0.0001398462,0.005081176,0.0001552777,0.0001063304,0.00001192986,0.001401181,0.00000678981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914671,0.0008677539,0.00007995729,0.0003754776,0.00002585742,0.00004350408,0.004930533,0.00001234922,0.00219745],"genre_scores_gemma":[0.9952428,0.0005978761,0.0001693514,0.0002277227,0.000006269292,0.00001336918,0.001449528,0.000004049156,0.00228891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02051275,"threshold_uncertainty_score":0.1488311,"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."}}