{"id":"W2241456428","doi":"","title":"From Natural Justice to Fairness – Thresholds, Content, and the Role of Judicial Review","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Duty; Supreme court; Context (archaeology); Law; Economic Justice; Political science; Citizenship; Natural justice; Immigration; Judicial review; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039361,0.0001060117,0.0002800458,0.00003073403,0.0004290942,0.0000445542,0.0004524671,0.00005636464,0.00004987466],"category_scores_gemma":[0.0009186242,0.00006846266,0.00009320705,0.0002279904,0.0003294833,0.0002923355,0.00007709688,0.0009982531,0.00002616836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634283,"about_ca_system_score_gemma":0.0005944488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191899,"about_ca_topic_score_gemma":0.002001492,"domain_scores_codex":[0.9973056,0.0003808723,0.0002778103,0.0001132752,0.000474341,0.001448114],"domain_scores_gemma":[0.9991315,0.0002413505,0.0001909469,0.0001406239,0.0001437048,0.0001518862],"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":[0.0001528656,0.00003779364,0.003189424,0.00001875756,0.0001297782,5.566803e-7,0.05116048,3.390207e-7,0.000120741,0.9241003,0.0005535986,0.02053535],"study_design_scores_gemma":[0.001878957,0.0001335368,0.001012637,0.000544229,0.001052847,0.00004599187,0.1257917,0.000008169344,0.00012821,0.4163431,0.4526184,0.0004421718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1092396,0.8626643,0.0002509701,0.009167651,0.001298757,0.0005275278,0.000007502624,0.00002667627,0.01681701],"genre_scores_gemma":[0.9694683,0.02740667,0.00005386059,0.0006890978,0.001852129,0.000006317138,7.955613e-7,0.000009768353,0.0005130736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8602287,"threshold_uncertainty_score":0.4825217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650871147873161,"score_gpt":0.3037533496124567,"score_spread":0.2872446381337251,"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."}}