{"id":"W3172931042","doi":"","title":"Understanding What Types of Women are Elected: Comparing Male and Female Legislators Descriptive Characteristics in the Argentine Congress","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Political science; Descriptive statistics; Public administration; Psychology; Statistics","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":[0.001604335,0.00006762103,0.0001496422,0.00008713207,0.0002850576,0.0001675814,0.0001364049,0.00004150078,0.00001076891],"category_scores_gemma":[0.00006383503,0.00005266007,0.00002672286,0.0001741007,0.00009828326,0.0002688871,0.000009480076,0.0004526668,7.580109e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009107637,"about_ca_system_score_gemma":0.0004564968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001786445,"about_ca_topic_score_gemma":0.001365624,"domain_scores_codex":[0.9982782,0.0001729117,0.0001875755,0.00009075277,0.0002241365,0.001046434],"domain_scores_gemma":[0.9996154,0.00003750129,0.0001836652,0.00005426344,0.00005515102,0.00005403495],"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":[0.00004117715,0.00009115642,0.2733578,0.000008381235,0.00006801912,0.000007659921,0.06654645,0.00001849056,0.000245362,0.6585221,0.00001728718,0.001076116],"study_design_scores_gemma":[0.0005243855,0.0001728839,0.1216397,0.00006979971,0.0000257589,0.00006497637,0.7000481,0.0001691022,0.0000506433,0.1766939,0.0003946698,0.0001461515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965553,0.0008654303,0.0005410772,0.0007362592,0.0001509085,0.00009509674,5.799932e-7,0.000004501753,0.001050838],"genre_scores_gemma":[0.9958861,0.003593651,0.000006387919,0.00004320876,0.0001108352,0.000001230457,0.000001040852,0.000003902558,0.0003535745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6335016,"threshold_uncertainty_score":0.2381615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06745109170167354,"score_gpt":0.2999408754323966,"score_spread":0.2324897837307231,"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."}}