{"id":"W4401259704","doi":"10.1163/17087384-12340109","title":"The 30% Gender Quota Law in Sierra Leone: A Game Changer for Women’s Access to Parliament?","year":2024,"lang":"en","type":"article","venue":"African Journal of Legal Studies","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sierra leone; Parliament; Political science; General election; Representation (politics); Proportional representation; Election law; Law; Empowerment; Public administration; Sociology; Democracy; Politics; Socioeconomics","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":[0.001217987,0.00008284667,0.000183375,0.00009129292,0.0003532338,0.0004186473,0.0002776578,0.00002425722,0.00001635405],"category_scores_gemma":[0.0002157165,0.000051335,0.00008384546,0.0002628074,0.0002009982,0.0002675913,0.00007333556,0.0001229881,0.000004757582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498792,"about_ca_system_score_gemma":0.0001529935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006515756,"about_ca_topic_score_gemma":0.002467952,"domain_scores_codex":[0.9987221,0.0001103391,0.000288386,0.0001169387,0.0003656794,0.0003965826],"domain_scores_gemma":[0.9991638,0.000363888,0.00009168193,0.00006650021,0.000198235,0.0001159002],"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":[0.00009453132,0.0000896624,0.001540126,0.00009173949,0.00074683,0.00008090213,0.6663781,0.0001233302,0.00009321279,0.2854478,0.03493904,0.01037474],"study_design_scores_gemma":[0.0002040598,0.0001351099,0.002206145,0.00004565614,0.00002496624,0.000003606246,0.2832907,0.0000117348,0.00003745366,0.0275855,0.6863526,0.0001024855],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7081693,0.03270077,0.0005766982,0.1816555,0.00644936,0.001402099,0.00002824327,0.00005058194,0.06896745],"genre_scores_gemma":[0.9963326,0.0008386793,0.00003410481,0.0004082427,0.0006640595,0.00007399236,8.684029e-8,0.000008544151,0.001639677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6514135,"threshold_uncertainty_score":0.4037025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222475128599977,"score_gpt":0.4121595770684159,"score_spread":0.2899120642084183,"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."}}