{"id":"W4406303144","doi":"10.3390/jrfm18010028","title":"Mineworkers’ Perspectives Towards Participating in Retirement Planning in South Africa","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003446237,0.0001846403,0.0002879543,0.001022102,0.004530451,0.002019416,0.0004337357,0.0008165758,0.002614533],"category_scores_gemma":[0.004934114,0.0002945412,0.0002123351,0.0006245259,0.002166436,0.001066143,0.002230733,0.001039388,0.000149623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335602,"about_ca_system_score_gemma":0.001929755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360436,"about_ca_topic_score_gemma":0.02623538,"domain_scores_codex":[0.998135,0.001014155,0.00008885895,0.00008467652,0.0002698631,0.0004074821],"domain_scores_gemma":[0.9969857,0.001091214,0.0008303599,0.00006051419,0.0002387337,0.0007933966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006648964,0.00005358268,0.09083954,0.0001428777,0.00001273492,0.001370652,0.893645,0.00004028921,0.00133158,0.000700328,0.0007403533,0.01105657],"study_design_scores_gemma":[0.000003155117,0.000072724,0.05504338,0.0001352677,0.000005899259,0.0003725509,0.9382921,0.00003294302,0.00007827261,0.00009107056,0.005861398,0.00001116136],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972774,0.0002394795,0.00004418863,0.000889243,0.00001363343,0.000007671439,0.00001041581,8.288994e-7,0.001517142],"genre_scores_gemma":[0.9986663,0.0004126204,0.00005241334,0.0001743807,0.000007107987,0.000007265038,0.000006749027,9.815014e-7,0.0006722171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01360436,"threshold_uncertainty_score":0.02705032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105501923859254,"score_gpt":0.3856589829010984,"score_spread":0.2801570590418445,"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."}}