{"id":"W4400236921","doi":"10.2166/washdev.2024.155","title":"Prevalence and patterns of gender-based violence among adolescent girls fetching water in Peri-Urban Settings of Kinshasa, DR Congo","year":2024,"lang":"en","type":"article","venue":"Journal of Water Sanitation and Hygiene for Development","topic":"Sex work and related issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université du Québec à Chicoutimi","keywords":"Environmental health; Psychological intervention; Water scarcity; Sexual violence; Demography; Economic shortage; Medicine; Geography; Socioeconomics; Psychology; Sociology; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002614908,0.0001634382,0.0001447533,0.0006481271,0.0005744644,0.000418994,0.000254376,0.000251932,0.001318411],"category_scores_gemma":[0.0007116256,0.0002238872,0.0001828353,0.0004866206,0.0003738168,0.0002992061,0.0004143821,0.0002762964,0.0001011762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004488824,"about_ca_system_score_gemma":0.0002755646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02070129,"about_ca_topic_score_gemma":0.0527411,"domain_scores_codex":[0.999741,0.00009226396,0.00003073845,0.00003654994,0.00003359659,0.00006574631],"domain_scores_gemma":[0.9996619,0.00004993346,0.000181463,0.000013631,0.00002574554,0.0000672593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001819951,0.00002521138,0.9959378,0.00001694329,0.000008114334,0.0001611072,0.002501728,0.00001005315,0.0003422669,0.00003712972,0.00003529163,0.0009061908],"study_design_scores_gemma":[0.00000106342,0.00005673333,0.9901247,0.00002073605,0.000005138058,0.0003755898,0.009116246,0.00004381328,0.00008400866,0.00001298156,0.0001560962,0.000002998478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996089,0.00007056587,0.00001870796,0.00001456998,8.688139e-7,0.000006140005,0.00008273852,5.013522e-7,0.0001971502],"genre_scores_gemma":[0.9998001,0.00005523648,0.00002097566,0.000005996952,3.774431e-7,0.000006111208,0.00003311807,2.106245e-7,0.00007782174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02070129,"threshold_uncertainty_score":0.0411616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224482078993177,"score_gpt":0.2872986485432389,"score_spread":0.2650538277533071,"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."}}