{"id":"W7017393356","doi":"","title":"An assessment of the utilisation of stokvels or rotating savings and credit associations to influence healthy eating in South Africa","year":2024,"lang":"en","type":"dissertation","venue":"Open University of Cape Town (University of Cape Town)","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"South African Medical Research Council; Medical Research Council; National Institute for Health and Care Research; International Development Research Centre","keywords":"Influencer marketing; Government (linguistics); Consumption (sociology); Socioeconomic status; Purchasing; Qualitative research; Stakeholder; Healthy food; Sustainability; Procurement","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":[0.006428577,0.0003639308,0.0003096877,0.002148838,0.002251749,0.002731916,0.00069902,0.0004638729,0.002937493],"category_scores_gemma":[0.01330788,0.0003168372,0.0003117893,0.00249196,0.001373283,0.002030434,0.003462638,0.0005483407,0.0001326577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002826485,"about_ca_system_score_gemma":0.004521146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233883,"about_ca_topic_score_gemma":0.03144579,"domain_scores_codex":[0.9968756,0.001853194,0.0002357457,0.0001519175,0.0004537925,0.0004295884],"domain_scores_gemma":[0.993058,0.003842475,0.001430392,0.0001691165,0.0007268197,0.0007731637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001720941,0.0002449083,0.3617466,0.002329563,0.00009436079,0.001279091,0.4582235,0.0003109028,0.001157637,0.002807798,0.001068044,0.1705655],"study_design_scores_gemma":[0.00001301309,0.0002727173,0.3662717,0.001659425,0.00006732383,0.0003654873,0.6076764,0.0003310908,0.000326152,0.0004582935,0.02252993,0.00002850442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943159,0.0008832501,0.0002424561,0.0005866474,0.00001452676,0.0001393893,0.0001232986,0.000003939062,0.003690523],"genre_scores_gemma":[0.9973901,0.001223579,0.0006943909,0.00005490897,0.0000053837,0.0001020352,0.00004172795,0.000002907081,0.0004850681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233883,"threshold_uncertainty_score":0.03399801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342744244808729,"score_gpt":0.2680305285434679,"score_spread":0.2446030860953806,"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."}}