{"id":"W2802207476","doi":"10.1177/0888325418762052","title":"Introduction to Special Section, “Parties and Party System Development in Post-communist Europe”","year":2018,"lang":"en","type":"article","venue":"East European Politics and Societies and Cultures","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"European Commission; University of Alberta","keywords":"Communism; Democracy; Special section; Section (typography); Linkage (software); Context (archaeology); Political science; Politics; Sociology; Political economy; Public administration; Law; History; Computer science","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":[],"category_scores_codex":[0.0006395764,0.0001419739,0.0001423146,0.00004122609,0.001696599,0.0003492147,0.0001390401,0.00004047245,0.00002251687],"category_scores_gemma":[0.00004063423,0.0001064578,0.00001949345,0.0001048289,0.000691098,0.0001298367,0.000249961,0.0001576775,0.00003396776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003785907,"about_ca_system_score_gemma":0.00003592112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002196213,"about_ca_topic_score_gemma":0.000822863,"domain_scores_codex":[0.9987246,0.0003680932,0.0002190141,0.0002118677,0.0001657404,0.0003106601],"domain_scores_gemma":[0.9994552,0.00001100524,0.00005215047,0.0001370241,0.0001631861,0.0001814832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005469985,0.0000945898,0.005704196,0.0001661916,0.00006623415,0.00001494021,0.7122427,0.000001689726,0.0003667909,0.1968253,0.07590531,0.008557355],"study_design_scores_gemma":[0.0001698922,0.00008436624,0.03687381,0.00004719138,0.000006914207,0.00001176975,0.1000942,0.000002169962,0.00002201066,0.00005975758,0.8624632,0.0001647254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8540539,0.0004118791,0.000008319274,0.003775219,0.0007128044,0.0001419337,0.00001130962,0.0000605098,0.1408242],"genre_scores_gemma":[0.97162,0.0004874702,0.0001928013,0.0006361857,0.009192993,0.00000227574,0.00001013096,0.00002330739,0.01783485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7865579,"threshold_uncertainty_score":0.999603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192404099462968,"score_gpt":0.2388190614139558,"score_spread":0.2268950204193261,"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."}}