{"id":"W4417400764","doi":"10.1163/17087384-12340125","title":"Beyond Bhe – Examining the Impact of Bhe v Magistrate Khayelitsha on the Customary Law of Succession and Gender Equality","year":2025,"lang":"","type":"article","venue":"African Journal of Legal Studies","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magistrate; Legislature; Customary international law; Human rights; Commission; Rule of law; Ecological succession; International law; Family law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007382045,0.0004650903,0.001297698,0.0001767806,0.001426595,0.0001931334,0.001344869,0.0001535385,0.00008618562],"category_scores_gemma":[0.002184086,0.0002266793,0.0005235267,0.001439733,0.006277371,0.0005631857,0.0006364218,0.001080092,0.000002105224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00033136,"about_ca_system_score_gemma":0.0007423589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002525059,"about_ca_topic_score_gemma":0.0001843319,"domain_scores_codex":[0.9932045,0.002507546,0.001840502,0.0003661218,0.001436676,0.0006446249],"domain_scores_gemma":[0.9906938,0.004760202,0.002557273,0.0005266296,0.001284101,0.0001779983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001536885,0.0006907001,0.0363357,0.000459484,0.006485671,0.00008398942,0.6429247,0.0003182308,0.001380747,0.2937915,0.008980028,0.007012346],"study_design_scores_gemma":[0.00280127,0.005224486,0.1068821,0.002330983,0.002566748,0.00003612367,0.7719654,0.00009542095,0.002643644,0.07522524,0.02912061,0.001107926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7281867,0.04917699,0.00002351103,0.006713987,0.0009884681,0.0004239469,0.0000821562,0.000009792897,0.2143945],"genre_scores_gemma":[0.9963977,0.002220423,0.00007123699,0.0002184906,0.0003554404,0.000005120703,2.700608e-7,0.00001783718,0.0007134959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.268211,"threshold_uncertainty_score":0.9998734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09636516097035498,"score_gpt":0.4068332502368066,"score_spread":0.3104680892664516,"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."}}