{"id":"W1969839827","doi":"10.4314/jjs.v28i1.27135","title":"Groepsgedingvoering - die voorstel van die Suid-Afrikaanse Regskommissie vir die sertifisering van 'n groepsgeding","year":2004,"lang":"af","type":"article","venue":"Journal for Juridical Science","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Die (integrated circuit); Theology; Philosophy; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01092545,0.001037134,0.001208682,0.0007509544,0.01161022,0.004086745,0.004547365,0.0006448199,0.000341627],"category_scores_gemma":[0.007018928,0.0009196555,0.0009734043,0.002284818,0.005179713,0.005027627,0.0011522,0.002550112,0.0003349687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003638943,"about_ca_system_score_gemma":0.002672131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064468,"about_ca_topic_score_gemma":0.0003790498,"domain_scores_codex":[0.9857976,0.0002995536,0.002182138,0.001929372,0.00520523,0.004586056],"domain_scores_gemma":[0.9925604,0.0008117896,0.001171915,0.0008862793,0.0009978388,0.003571721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002776856,0.005907468,0.02074336,0.001991239,0.001051754,0.008467478,0.5450488,0.02364467,0.153463,0.08907372,0.01008255,0.1377491],"study_design_scores_gemma":[0.004102279,0.001326832,0.003044574,0.00232305,0.0004897895,0.000228868,0.008832515,0.001967555,0.01716099,0.07727047,0.8799858,0.003267301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8300185,0.01210431,0.01862782,0.02197735,0.03109295,0.002703187,0.0001376449,0.0008684931,0.08246979],"genre_scores_gemma":[0.9794314,0.0009048223,0.006028221,0.0003715767,0.006758897,0.00004538064,0.000003196751,0.0001444244,0.006312088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8699032,"threshold_uncertainty_score":0.999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650540702735572,"score_gpt":0.3548876752374028,"score_spread":0.3083822682100471,"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."}}