{"id":"W2484660372","doi":"10.1057/9780230579538_4","title":"Toward an Open Society: Reflections on the 1989 Revolution in Eastern Europe","year":2007,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Dictatorship; Communism; Political science; Ethnic group; Open society; Empire; Civil society; Political economy; Sociology; Law; Democracy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002110954,0.0004395292,0.0004046233,0.0001742662,0.001051054,0.0003294735,0.002146374,0.0003738576,0.0003071734],"category_scores_gemma":[0.00004851067,0.0002996243,0.0002098325,0.00008670778,0.0006379014,0.000004913471,0.0007064019,0.001040288,0.0006125846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616193,"about_ca_system_score_gemma":0.0002400723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002805555,"about_ca_topic_score_gemma":0.01923537,"domain_scores_codex":[0.9972582,0.0003841269,0.0005239726,0.0005696755,0.0006585695,0.0006053887],"domain_scores_gemma":[0.9981035,0.0001412503,0.000323266,0.001045359,0.0001665305,0.0002201007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004317982,0.000002219156,0.00007800949,0.00001270559,0.00004583312,0.00003790904,0.01277564,9.923177e-7,0.00001577944,0.9699343,0.00006149448,0.01699196],"study_design_scores_gemma":[0.0005281428,0.0004104845,0.0007100136,0.0006236079,0.0000585719,0.00001367568,0.004112512,0.00002088649,0.00001074527,0.7058818,0.2867041,0.0009254681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003108376,0.0002193807,0.0000549906,0.0005599629,0.0005112972,0.001048535,0.00003861051,0.0001125175,0.9971439],"genre_scores_gemma":[0.8691481,0.0006359426,0.0001490127,0.001515998,0.0007981706,0.00001754016,0.00004449261,0.000124402,0.1275664],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8695775,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666532331156029,"score_gpt":0.3548258422721201,"score_spread":0.1881726091565172,"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."}}