{"id":"W7147707594","doi":"10.38140/jjs.v28i1.2858","title":"Groepsgedingvoering — die voorstel van die Suid-Afrikaanse Regskommissie vir die sertifisering van ’n groepsgeding","year":2003,"lang":"","type":"article","venue":"Journal for Juridical Science","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promulgation; Commission; Legislation; Certification; Class (philosophy); Class action","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002162512,0.000371189,0.000262714,0.0006870315,0.004562279,0.006268091,0.000907967,0.002911314,0.03534138],"category_scores_gemma":[0.006167361,0.0003555223,0.0002284803,0.0008178646,0.0029489,0.003753145,0.003709034,0.003978697,0.005131077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003981708,"about_ca_system_score_gemma":0.008878087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06678871,"about_ca_topic_score_gemma":0.08378776,"domain_scores_codex":[0.9971693,0.0006914917,0.0001577371,0.0002917006,0.001064258,0.0006255554],"domain_scores_gemma":[0.9989203,0.0004945202,0.0001246172,0.0001212015,0.0001844316,0.0001549912],"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":[0.0000533916,0.00004706376,0.001338197,0.0001815587,0.00001231566,0.0006181447,0.01262466,0.0005898867,0.0009526678,0.7023124,0.1497201,0.1315499],"study_design_scores_gemma":[0.000003576,0.000008464993,0.0007445395,0.0001125894,0.000002652579,0.0001304073,0.002023838,0.000076943,0.0004189509,0.01200665,0.9844588,0.00001267838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04994554,0.02934651,0.01383605,0.08796289,0.005658424,0.0001390667,0.0004766732,0.0002107145,0.8124241],"genre_scores_gemma":[0.4517639,0.01623502,0.008405498,0.008989504,0.0009274282,0.0001091452,0.000450611,0.0003886361,0.5127302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06678871,"threshold_uncertainty_score":0.1327999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937184074087862,"score_gpt":0.2945533595771468,"score_spread":0.2551815188362682,"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."}}