{"id":"W2087154651","doi":"10.1080/15381501.2014.966556","title":"Getnet Tadele and Helmut Kloos (Eds.). (2013).<i>Vulnerabilities, Impacts, and Responses to HIV/AIDS in Sub-Saharan Africa</i>. Basingstoke, UK: Palgrave Macmillan, 274 pp., $95.00 (hardback); and Corinne Squire. (2013).<i>Living with HIV and ARVs: Three Letter Lives</i>. Basingstoke, UK: Palgrave Macmillan, 275 pp., $100.00 (hardback).","year":2014,"lang":"en","type":"article","venue":"Journal of HIV/AIDS & Social Services","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs","funders":"","keywords":"Squire; Human immunodeficiency virus (HIV); Media studies; Gerontology; Economic history; History; Political science; Sociology; Medicine; Virology; Archaeology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003639248,0.001224582,0.002525371,0.001154333,0.000854832,0.001032809,0.0007288307,0.0005540138,0.0002757553],"category_scores_gemma":[0.0004461111,0.001106296,0.0003189663,0.0009056979,0.0007545305,0.0003665138,0.0004859352,0.001144504,0.00005233352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239027,"about_ca_system_score_gemma":0.0001668345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628528,"about_ca_topic_score_gemma":0.001465045,"domain_scores_codex":[0.993607,0.0005672152,0.002292118,0.00129432,0.0005346289,0.001704664],"domain_scores_gemma":[0.9947197,0.001385224,0.001828233,0.0006469384,0.0003326068,0.001087343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005868594,0.0002038049,0.9062624,0.002007221,0.001267015,0.000307009,0.02909927,0.00006286072,0.003962523,0.004039116,0.03618512,0.01073505],"study_design_scores_gemma":[0.01487201,0.007496739,0.7502363,0.00444772,0.0007116484,0.001737565,0.01085677,0.001981946,0.0008465752,0.02974886,0.1713813,0.005682489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.861653,0.1314198,0.000268663,0.003758393,0.0003313084,0.0007292833,0.0008582188,0.00006368422,0.0009175937],"genre_scores_gemma":[0.9382223,0.05499906,0.003361164,0.001671282,0.001234415,0.00003395682,0.00003456339,0.0001841075,0.0002590884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1560261,"threshold_uncertainty_score":0.9991387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285337835906239,"score_gpt":0.2208827958496895,"score_spread":0.2080294174906271,"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."}}