{"id":"W4391715141","doi":"10.5206/uwojls.v15i1.16782","title":"To Affirm Difference or To Deny Distinction?","year":2024,"lang":"en","type":"article","venue":"Western Journal of Legal Studies","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Epistemology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0005973101,0.00008099196,0.0001904528,0.0001011584,0.0002559231,0.00029851,0.0001986016,0.0000214298,0.00006538509],"category_scores_gemma":[0.0005220433,0.00005372495,0.0000691237,0.0002838376,0.00009125962,0.0002423979,0.00006785967,0.0001017213,0.0001335129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320831,"about_ca_system_score_gemma":0.0001031176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001906168,"about_ca_topic_score_gemma":0.008192347,"domain_scores_codex":[0.9988819,0.00009294985,0.0002796305,0.0001078941,0.0004560524,0.0001815999],"domain_scores_gemma":[0.9992995,0.0001783027,0.00005344304,0.00005365463,0.0002279432,0.0001871511],"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":[0.0004839537,0.0003069368,0.03633723,0.0002548003,0.0007373422,0.0007334437,0.4972947,0.00005700584,0.00027651,0.245692,0.04772929,0.1700968],"study_design_scores_gemma":[0.0001440485,0.0004560744,0.05186073,0.0004830058,0.00006557797,0.00001863995,0.02362899,0.000001077516,0.00006151643,0.001618644,0.9214755,0.0001861792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163446,0.0006844674,0.00261481,0.061396,0.003354651,0.0001581961,0.000006614675,0.00006129924,0.01537938],"genre_scores_gemma":[0.9763438,0.00008467514,0.000143682,0.0007153379,0.0006616092,0.000004211049,8.327325e-8,0.00000600515,0.02204066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8737462,"threshold_uncertainty_score":0.4571522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1525862307720226,"score_gpt":0.4654657083774585,"score_spread":0.3128794776054359,"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."}}