{"id":"W2008858840","doi":"10.1007/s13178-010-0033-y","title":"Pathways and Barriers to Condom Use Among Ariaal Agro-pastoralists of Northern Kenya","year":2010,"lang":"en","type":"article","venue":"Sexuality Research and Social Policy","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Pastoralism; Condom; Sexual behavior; Geography; Socioeconomics; Psychology; Environmental health; Sociology; Social psychology; Human immunodeficiency virus (HIV); Medicine; Livestock; Forestry; Virology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003124697,0.0001645062,0.000402449,0.0002359507,0.002199716,0.00003179865,0.0001718196,0.0003216171,0.00006628469],"category_scores_gemma":[0.003278803,0.0001373807,0.00003085983,0.0004145176,0.001411051,0.0001835396,0.0004030208,0.001623763,0.00002381788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033011,"about_ca_system_score_gemma":0.001454618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03830424,"about_ca_topic_score_gemma":0.01558039,"domain_scores_codex":[0.9961853,0.001330368,0.0004617484,0.0004959684,0.0005505078,0.0009761247],"domain_scores_gemma":[0.9974174,0.0004129697,0.0001325362,0.0003233503,0.0006878313,0.001025951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004162509,0.0001886418,0.8538439,0.0006409648,0.00003485309,0.00000428574,0.08418746,9.30742e-8,0.01304915,0.04227315,0.002930669,0.002430582],"study_design_scores_gemma":[0.0009514288,0.0003147112,0.9558957,0.00003296941,0.00000430307,9.431303e-7,0.02436267,0.000003069912,0.0001061315,0.007383492,0.01075008,0.0001945638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873808,0.00001940048,0.000008212362,0.01032954,0.0002690641,0.00107417,0.0002349935,0.00003871052,0.0006451018],"genre_scores_gemma":[0.9938927,0.00001607193,0.00004546179,0.0008035293,0.002518978,0.00004443957,0.00002075425,0.00002589448,0.002632153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1020517,"threshold_uncertainty_score":0.9990993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2351066905079735,"score_gpt":0.5142059568634839,"score_spread":0.2790992663555104,"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."}}