{"id":"W4410146076","doi":"10.1163/17087384-12340114","title":"Is the Consistent Regulation of Death Benefits in South Africa A Pipe Dream?","year":2025,"lang":"en","type":"article","venue":"African Journal of Legal Studies","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"International law; Dream; Political science; Medicine; Development economics; Law; Psychology; Economics; Neuroscience","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":[0.01261762,0.0001453534,0.0002931519,0.000891864,0.00313784,0.004210461,0.001054606,0.002370289,0.002773795],"category_scores_gemma":[0.02242254,0.0003822026,0.0002694504,0.0008284505,0.009367025,0.003946108,0.004030454,0.004596695,0.0002484401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005337785,"about_ca_system_score_gemma":0.01006297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095103,"about_ca_topic_score_gemma":0.01340317,"domain_scores_codex":[0.9918794,0.00417595,0.0005296456,0.0008341463,0.001368006,0.001212788],"domain_scores_gemma":[0.9884784,0.007004415,0.001740231,0.001078556,0.001280834,0.000417575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008979947,0.00003176817,0.005667315,0.000466695,0.00003282641,0.0008050597,0.03523601,0.0004449578,0.004910201,0.8971286,0.005971914,0.04921482],"study_design_scores_gemma":[0.0001567023,0.0002715931,0.04189349,0.005641603,0.0001116529,0.001382816,0.06318156,0.001212829,0.007574595,0.3460197,0.5323516,0.0002018586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4917853,0.01710545,0.02647361,0.3186265,0.001059696,0.0002480193,0.0002412114,0.00005142793,0.1444088],"genre_scores_gemma":[0.9776613,0.001583806,0.002949575,0.01263621,0.0001013417,0.00007839442,0.0000217133,0.00001761302,0.004950038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01261762,"threshold_uncertainty_score":0.06672913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338285876057643,"score_gpt":0.4145893673646271,"score_spread":0.2807607797588628,"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."}}