{"id":"W4382680274","doi":"10.1080/10911359.2023.2229404","title":"Conducting high-frequency data collection in low-resource settings: Lessons from a financial diary study among women engaged in sex work in Uganda","year":2023,"lang":"en","type":"article","venue":"Journal of Human Behavior in the Social Environment","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; National Institute of Mental Health; York University; Washington University in St. Louis","keywords":"Work (physics); Data collection; Psychology; Women's work; Finance; Sociology; Business; Engineering; Social science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03212542,0.0005065828,0.0007264581,0.001317103,0.00345659,0.0023551,0.002265954,0.001223509,0.0009641148],"category_scores_gemma":[0.0636427,0.0006386623,0.0004500588,0.001822236,0.002000326,0.002758582,0.002785349,0.001905628,0.0003284455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646802,"about_ca_system_score_gemma":0.003399736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006941277,"about_ca_topic_score_gemma":0.01955301,"domain_scores_codex":[0.9792718,0.01772239,0.0008663592,0.0004182709,0.001049743,0.0006714827],"domain_scores_gemma":[0.9561189,0.03006274,0.00364139,0.003769743,0.004196418,0.002210769],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000643858,0.002952673,0.1712606,0.001863238,0.0001700644,0.001681519,0.5817689,0.0003442807,0.001971539,0.001339718,0.01061941,0.2253843],"study_design_scores_gemma":[0.0003513077,0.005506636,0.3099222,0.003111374,0.0002393429,0.00152011,0.6060146,0.001451232,0.002430768,0.003336756,0.06585209,0.0002635797],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764762,0.001941942,0.007730553,0.006200133,0.0002014264,0.002428999,0.0006783849,0.00004611033,0.004296281],"genre_scores_gemma":[0.9627313,0.004197334,0.02403434,0.002205453,0.0002347945,0.004657799,0.0004317536,0.00004185905,0.001465473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9678746,"threshold_uncertainty_score":0.1698976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07645676657251038,"score_gpt":0.3414340308910256,"score_spread":0.2649772643185152,"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."}}