{"id":"W2153608269","doi":"10.4102/jsava.v78i4.324","title":"A questionnaire survey of perceptions and preventive measures related to animal health amongst cattle owners of rural communities in KwaZulu-Natal, South Africa","year":2007,"lang":"en","type":"article","venue":"Journal of the South African Veterinary Association","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"University of Pretoria","keywords":"Deworming; Questionnaire; Context (archaeology); Environmental health; Livestock; Veterinary medicine; Medicine; Socioeconomics; Geography; Helminths","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00348782,0.00008814997,0.0002942801,0.00006007021,0.0001279824,0.00001003917,0.000198711,0.00006315507,0.00001088239],"category_scores_gemma":[0.0006228004,0.00003882685,0.0001061953,0.0004157483,0.00008872521,0.00009849354,0.0001031858,0.0001638541,9.373117e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498917,"about_ca_system_score_gemma":0.00001893368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145606,"about_ca_topic_score_gemma":0.001145881,"domain_scores_codex":[0.9979437,0.001006627,0.0005718874,0.00005594529,0.0002234429,0.0001983768],"domain_scores_gemma":[0.9983753,0.0002843211,0.001037819,0.0000438604,0.0001830441,0.00007565891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004782923,0.00009503221,0.9703109,0.00001495291,0.00005749113,6.697035e-7,0.02534338,0.00004471508,0.002249489,0.00003367305,0.0002094313,0.001161987],"study_design_scores_gemma":[0.0001450481,0.001140803,0.9550385,0.0001042832,0.00001946293,0.000002097139,0.04334552,0.00001239498,0.000003639622,0.00007241328,0.00005710412,0.0000587353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984152,0.0001474976,0.00000778802,0.001058161,0.00005880816,0.0001448014,0.00009595192,0.000005094719,0.00006669165],"genre_scores_gemma":[0.9998072,0.00002575145,0.00002626736,0.00003814228,0.00002023155,0.000001477157,0.00001191022,0.000001193651,0.00006780752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800214,"threshold_uncertainty_score":0.2201137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588082242016431,"score_gpt":0.2825106730104848,"score_spread":0.2366298505903205,"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."}}