{"id":"W2096184668","doi":"10.1093/pa/gsr063","title":"Women's Representation around the World: The Importance of Women's Participation in the Workforce","year":2011,"lang":"en","type":"article","venue":"Parliamentary Affairs","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Parliament; Representation (politics); Workforce; Demographic economics; Aside; Set (abstract data type); Sociology; Political science; Economics; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002051538,0.00009782335,0.0001168782,0.00006058046,0.0004074955,0.00006092165,0.0004612956,0.00003176286,0.0003551687],"category_scores_gemma":[0.00009058432,0.00005261754,0.00005363269,0.0006703917,0.0004427809,0.0002405084,0.0000402102,0.0001422748,0.00001286085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685166,"about_ca_system_score_gemma":0.00007366208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004032437,"about_ca_topic_score_gemma":0.009550271,"domain_scores_codex":[0.9978184,0.0006565078,0.0003388434,0.0001889721,0.0004921761,0.0005050719],"domain_scores_gemma":[0.9988979,0.0003952248,0.0002173587,0.0003895829,0.00003653795,0.00006341103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004984466,0.0001699387,0.3003405,0.000006863095,0.00003618644,0.000003350921,0.6442971,0.0001492162,0.00002440441,0.0519581,0.0006921515,0.002272322],"study_design_scores_gemma":[0.0002001752,0.00003537628,0.1367106,0.000008306083,0.00001519183,4.874313e-7,0.8302967,0.00007741349,0.0001688531,0.0292519,0.00315183,0.00008322367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452152,0.00006570045,0.0000338385,0.003698681,0.0002332503,0.0005537532,0.00000256392,0.00001414828,0.05018289],"genre_scores_gemma":[0.9979859,0.00006100614,0.00003929052,0.0006929929,0.0001588863,0.0003895807,0.000005688481,0.000007601125,0.000659078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1859996,"threshold_uncertainty_score":0.6095865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06878359742759102,"score_gpt":0.3420049495537449,"score_spread":0.2732213521261538,"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."}}