{"id":"W2099393405","doi":"10.1177/0003122412443365","title":"Resolving the Democracy Paradox","year":2012,"lang":"en","type":"article","venue":"American Sociological Review","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; McGill University","funders":"","keywords":"Democratization; Democracy; Legislature; Politics; Representation (politics); Context (archaeology); Political science; Political economy; Sociology; Development economics; Economics; Law; Geography","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":[0.001465101,0.00006707724,0.0001869542,0.000005995829,0.0005872268,0.0000165868,0.0002221253,0.00003132614,0.0002981469],"category_scores_gemma":[0.001170024,0.00003526959,0.0001165199,0.0001934856,0.001072082,0.00006545477,0.00004599365,0.0001468024,0.0002082818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004257773,"about_ca_system_score_gemma":0.00004195466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005739129,"about_ca_topic_score_gemma":0.000005749943,"domain_scores_codex":[0.9982869,0.0008150223,0.0001644879,0.0001084543,0.0002107844,0.0004143503],"domain_scores_gemma":[0.9990182,0.0005265648,0.0001252919,0.0001524881,0.00003596188,0.0001415027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000279794,0.0001233708,0.09509568,0.0001106607,0.00005048389,0.000002330957,0.0132236,9.114181e-7,0.00002181338,0.538116,0.08467667,0.2685757],"study_design_scores_gemma":[0.00002569561,0.000020631,0.04816609,0.00006206687,0.00003637759,0.000001491518,0.004473512,9.593039e-7,0.000001514895,0.008308015,0.9387969,0.0001067712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1030692,0.3708471,0.0007931381,0.2573032,0.0007643356,0.0015941,0.000005210934,0.0002561538,0.2653675],"genre_scores_gemma":[0.8934695,0.09479661,0.0003515562,0.01052993,0.0004407191,0.00002663507,0.000001961888,0.0000036745,0.0003793939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8541202,"threshold_uncertainty_score":0.4516534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09692534005713933,"score_gpt":0.4277599498472101,"score_spread":0.3308346097900707,"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."}}