{"id":"W3164945478","doi":"","title":"Gender, HIV/AIDS and Rural Livelihoods: Micro-level Investigations in Three African Countries","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Millennium Development Goals; Livelihood; Economic growth; Human immunodeficiency virus (HIV); Development economics; Political science; Public health; Developing country; Geography; Medicine; Economics; Virology; Agriculture","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":[0.003064056,0.00020065,0.0003445868,0.0006620042,0.000263076,0.0001273149,0.0002384172,0.0001299266,0.00006693321],"category_scores_gemma":[0.0002474013,0.0002028214,0.00009417698,0.0003831249,0.0001739098,0.0003373613,0.00004480925,0.001133042,0.0001101446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006824168,"about_ca_system_score_gemma":0.0007214961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001874512,"about_ca_topic_score_gemma":0.00277314,"domain_scores_codex":[0.99716,0.00002992814,0.0006709967,0.0002161363,0.00006934703,0.001853592],"domain_scores_gemma":[0.9991961,0.000138639,0.0002887425,0.0001587087,0.00003772865,0.0001800513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001093258,0.00006260447,0.3907847,0.00001050213,0.000125503,0.000009406446,0.002186008,0.000008487505,0.0002247301,0.6028908,0.0001792297,0.003408728],"study_design_scores_gemma":[0.00151736,0.0003391252,0.1909844,0.0000342444,0.00001756328,0.0004733575,0.008202739,0.00009802253,0.0001575453,0.7908511,0.006871429,0.000453208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576884,0.01791629,0.01986993,0.001180237,0.0001485462,0.0001366474,0.00006556564,0.00002207958,0.002972329],"genre_scores_gemma":[0.9906439,0.005494493,0.001206563,0.0001693748,0.0002082722,0.000003277524,0.000005325745,0.00002916809,0.002239644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1998003,"threshold_uncertainty_score":0.8270817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954106231448666,"score_gpt":0.2401321989892146,"score_spread":0.2105911366747279,"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."}}