{"id":"W2116907544","doi":"10.1007/s10745-012-9478-3","title":"Family Kinship Patterns and Female Sex Work in the Informal Urban Settlement of Kibera, Nairobi, Kenya","year":2012,"lang":"en","type":"article","venue":"Human Ecology","topic":"Sex work and related issues","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Kinship; Respondent; Settlement (finance); Guardian; Logistic regression; Demography; Geography; Socioeconomics; Sex work; Sociology; Political science; Medicine","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":[0.0008651772,0.00007528294,0.0001393417,0.00006633794,0.0002771364,0.0000191375,0.0001869045,0.0001447966,0.0003338377],"category_scores_gemma":[0.00002295583,0.00005552936,0.00002738322,0.0001371256,0.0002436242,0.00008925379,0.00005082663,0.0001737411,0.00002497144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002693155,"about_ca_system_score_gemma":0.00002156915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004202363,"about_ca_topic_score_gemma":0.001096709,"domain_scores_codex":[0.9989647,0.0002386869,0.0002017125,0.00008893644,0.0001265366,0.000379421],"domain_scores_gemma":[0.999592,0.0001494502,0.00007658629,0.0001139436,0.00001529352,0.00005269535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004095698,0.00005441274,0.8007592,0.000005362412,0.000009426795,0.000001560005,0.1952932,0.000001489294,0.000005220696,0.002016112,0.001372476,0.0004774232],"study_design_scores_gemma":[0.0002089786,0.00005843885,0.9205997,0.00001090991,0.000009249135,6.241505e-7,0.04146717,4.321222e-7,0.00001194975,0.0001202479,0.03744432,0.00006797796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682178,0.0003299597,0.000001019024,0.0003171785,0.0002366477,0.0001938763,0.000001168833,0.00001372563,0.03068865],"genre_scores_gemma":[0.9973552,0.0000727233,0.00001855699,0.0005161786,0.000207192,0.0000157644,0.000007357281,0.000004803406,0.001802199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538261,"threshold_uncertainty_score":0.3655289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155731212494774,"score_gpt":0.2995837180830033,"score_spread":0.2680264059580555,"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."}}