{"id":"W2058448089","doi":"10.1177/1746197909353566","title":"Ideologies of civic participation in Central Asia: liberal arts in the post-Soviet democratic ethos","year":2010,"lang":"en","type":"article","venue":"Education Citizenship and Social Justice","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University College of the North","funders":"","keywords":"Ideology; Authoritarianism; Ethos; Democracy; Sociology; Liberal education; Political science; Liberal arts education; Political economy; Social science; Higher education; 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":[0.0009167326,0.00008022823,0.0001266697,0.00007393603,0.0003038243,0.00005970383,0.0001421673,0.0001201225,0.0001126647],"category_scores_gemma":[0.0008896032,0.00007158772,0.00002518084,0.0003318854,0.0002084864,0.0001369099,0.0000123073,0.0002461902,0.00000564696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004752522,"about_ca_system_score_gemma":0.0009996971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007520829,"about_ca_topic_score_gemma":0.005958927,"domain_scores_codex":[0.9987317,0.000309787,0.0002791492,0.0001455765,0.000267132,0.0002665946],"domain_scores_gemma":[0.9991466,0.0004658281,0.0001336723,0.00007806165,0.0001290889,0.00004676879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002195434,0.0003139897,0.1938154,0.00008249219,0.000006749485,0.000001197125,0.5871456,0.00000237067,0.0001888524,0.1931194,0.01495616,0.01034583],"study_design_scores_gemma":[0.0001358065,0.00001037614,0.8697425,0.00001527593,0.00002064932,4.713047e-7,0.1121614,0.000002463874,0.00002376762,0.01633063,0.001473515,0.00008323695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572256,0.00006022137,0.000009750796,0.02388009,0.001296528,0.0002589542,0.00000255426,0.00001219037,0.01725418],"genre_scores_gemma":[0.996612,0.0000484623,0.0003722534,0.001804812,0.0005033714,0.00007877777,0.00001217548,0.00000458865,0.000563631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.675927,"threshold_uncertainty_score":0.3325221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579567565914202,"score_gpt":0.3571058386404537,"score_spread":0.3313101629813117,"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."}}