{"id":"W4317369002","doi":"10.1093/oso/9780198854081.002.0007","title":"Preface to the Second Edition","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Legitimacy; Human rights; Politics; Context (archaeology); Convention; Jurisdiction; Law; Legislation; Inequality; European union; Comparative law; Law and economics; Sociology; Geography; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006608479,0.0009124907,0.0008490656,0.002797767,0.002208753,0.005242434,0.001270176,0.001391133,0.4788803],"category_scores_gemma":[0.005166204,0.000508806,0.0007755573,0.002384013,0.0009055125,0.003602297,0.002081779,0.003620519,0.3408774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539836,"about_ca_system_score_gemma":0.00192754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005240981,"about_ca_topic_score_gemma":0.005842724,"domain_scores_codex":[0.999134,0.00009362481,0.00004681935,0.0001332955,0.0005171226,0.00007508014],"domain_scores_gemma":[0.9976648,0.0004783016,0.00007808767,0.0002461896,0.001340536,0.0001920122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009866148,0.00001194615,0.0000273411,0.00007243429,9.340862e-7,0.00002884767,0.00005206182,0.00003117179,0.00007749765,0.005087692,0.9748235,0.01977666],"study_design_scores_gemma":[0.000001972108,0.00000609869,0.0001328244,0.00008676179,6.886797e-7,0.00004092326,0.00004319898,0.00001802095,0.00004331981,0.001023707,0.9985985,0.000003974671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004256055,0.004428852,0.001648681,0.009204944,0.05566788,0.0002411948,0.005010582,0.0008763388,0.922496],"genre_scores_gemma":[0.002077262,0.002071708,0.0006147245,0.002339185,0.006810285,0.0001328274,0.003552231,0.000597159,0.9818045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4788803,"threshold_uncertainty_score":0.743314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06628409094891072,"score_gpt":0.3290071410011538,"score_spread":0.2627230500522431,"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."}}