{"id":"W2140300568","doi":"10.7202/1120968ar","title":"Governing Through Accountability: Gender Equality and the United Nations","year":2008,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Social Sciences and Humanities Research Council","funders":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Political science; Gender equality; Equity (law); Humanities; Sociology; Welfare economics; Gender studies; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001005134,0.000178286,0.0003147139,0.00007209111,0.00432811,0.00008660583,0.0002075852,0.0001848756,0.00002557958],"category_scores_gemma":[0.004561014,0.0001268054,0.00009752389,0.001144559,0.0039669,0.0002634602,0.000189026,0.0003887937,0.00001146878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711167,"about_ca_system_score_gemma":0.00009022903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007547879,"about_ca_topic_score_gemma":0.002224943,"domain_scores_codex":[0.9970903,0.0009506,0.0003657151,0.0003614311,0.0006920811,0.0005398982],"domain_scores_gemma":[0.9974328,0.001817238,0.00006881182,0.0001283719,0.0004758088,0.00007694498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001297745,0.00004812091,0.00193937,0.00009343009,0.00006496225,0.000008780855,0.3430763,0.000004470928,0.000004241823,0.6506636,0.004059772,0.00002406596],"study_design_scores_gemma":[0.001285893,0.0000122485,0.02370686,0.00001922582,0.0004293403,0.00001805683,0.7466921,0.00004544386,0.00000541219,0.06120552,0.1662314,0.0003484951],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2325525,0.01095353,0.002621815,0.02947495,0.003858452,0.001356949,0.00009434233,0.0002482924,0.7188392],"genre_scores_gemma":[0.9880788,0.008102599,0.0003825492,0.001877895,0.0009570396,0.00004504865,0.00001430149,0.00001118123,0.0005305549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7555264,"threshold_uncertainty_score":0.9990609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.239909426843719,"score_gpt":0.4618291230918776,"score_spread":0.2219196962481585,"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."}}