{"id":"W2150289507","doi":"10.1002/joe.20260","title":"Legal developments—Gender issues now, and increasingly in the U.S. and EU spotlight","year":2009,"lang":"en","type":"article","venue":"Global Business and Organizational Excellence","topic":"International Labor and Employment Law","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Quarter (Canadian coin); Administration (probate law); Political science; European union; Gender diversity; Member states; Law; Public administration; Business; Economic policy; Finance; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0002432545,0.00008836537,0.00008033135,0.00002720945,0.0003658216,0.0001951727,0.0001212578,0.00004757888,0.00005408668],"category_scores_gemma":[0.0001167726,0.0000683702,0.000004788698,0.0004936397,0.0001567403,0.0002733489,0.00003627535,0.00003730798,0.000005415925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003614272,"about_ca_system_score_gemma":0.0001109311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337747,"about_ca_topic_score_gemma":0.0007489012,"domain_scores_codex":[0.999181,0.00004956291,0.0001201486,0.0001797947,0.0003204172,0.0001490491],"domain_scores_gemma":[0.9996316,0.00003584685,0.00003131964,0.00004110371,0.0002145688,0.00004550133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001398581,0.00004284462,0.09328226,0.000005994258,0.000004250438,0.0000124299,0.001179897,0.000003041078,0.00004397471,0.9042896,0.0005274606,0.0005942866],"study_design_scores_gemma":[0.0001931027,0.000008445107,0.9052917,0.00002177587,0.000005766695,0.00002707081,0.0004965318,0.000009303501,0.00001681796,0.00808606,0.08572193,0.000121522],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8863575,0.002015145,0.0002870476,0.02800979,0.0001991429,0.0002249128,0.00002510903,0.00004207222,0.08283921],"genre_scores_gemma":[0.995637,0.001353895,0.0003601434,0.002209363,0.000112787,0.000001306658,0.0000124686,0.000002925776,0.0003101354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8962035,"threshold_uncertainty_score":0.2813641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010882021854245,"score_gpt":0.2720794193363899,"score_spread":0.2611973974821449,"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."}}