{"id":"W4403630132","doi":"10.1080/23288604.2024.2389569","title":"Applying Mobile Technology to Address Gender-Based Violence in Rural Nigeria: Experiences and Perceptions of Users and Stakeholders","year":2024,"lang":"en","type":"article","venue":"Health Systems & Reform","topic":"Sex work and related issues","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"United Nations Fund for Population Activities","keywords":"Perception; Mobile technology; Psychology; Public relations; Business; Applied psychology; Political science; Mobile device; Computer science; World Wide Web","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":[0.0006401009,0.00009725181,0.0002449959,0.0003289579,0.0003195743,0.00006116136,0.0001079314,0.0001590689,0.00001249632],"category_scores_gemma":[0.00001546179,0.00007595914,0.0000181266,0.0006882987,0.0003109926,0.0001110733,0.00002627443,0.0001522698,0.000003712281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539821,"about_ca_system_score_gemma":0.0002289809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591901,"about_ca_topic_score_gemma":0.001597284,"domain_scores_codex":[0.9987788,0.00008909709,0.0003364204,0.0002305126,0.0002112971,0.0003539018],"domain_scores_gemma":[0.9995966,0.00004678724,0.00006232685,0.000110769,0.00003273058,0.000150809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002639149,0.00005352199,0.03835908,0.001456878,0.00002356038,0.00001464987,0.8787639,0.0001657284,0.000388073,0.0027983,0.0001499664,0.07780001],"study_design_scores_gemma":[0.0001132592,0.0001242876,0.0008512023,0.001415522,0.000002401016,0.000004156509,0.9914538,0.0002213747,0.00002333931,0.00005397937,0.005636013,0.0001007223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831188,0.01409479,0.00003661322,0.0005067434,0.0004456733,0.001165147,0.000003544589,0.0001093526,0.0005193714],"genre_scores_gemma":[0.9969029,0.00195964,0.00007196087,0.00005154004,0.00004900916,0.0008982577,0.000001625504,0.000008804677,0.00005626413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126899,"threshold_uncertainty_score":0.9906341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225876340967504,"score_gpt":0.3629111140672062,"score_spread":0.3206523506575311,"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."}}