{"id":"W1982215003","doi":"10.1080/14616691003594820","title":"Understanding Post-Communist Transformation. A bottom up approach","year":2010,"lang":"en","type":"article","venue":"European Societies","topic":"Post-Communist Economic and Political Transition","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Transformation (genetics); Communism; Political science; Economic system; Economic geography; Economics; Politics; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001573095,0.0001210268,0.0001331764,0.0000364851,0.001697968,0.00025999,0.0004246755,0.00009630703,0.0002477223],"category_scores_gemma":[0.00004841047,0.0001256604,0.0001449317,0.00009478773,0.001005187,0.0003955075,0.0000303853,0.0006775213,0.0002187349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001015,"about_ca_system_score_gemma":0.00009501646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003150683,"about_ca_topic_score_gemma":0.0001308087,"domain_scores_codex":[0.9985436,0.0005435738,0.0002216317,0.0001236815,0.000200646,0.0003669146],"domain_scores_gemma":[0.999355,0.0001381361,0.00005066903,0.0002489567,0.00005828316,0.0001489565],"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":[0.000008942559,0.00004089619,0.00005665709,0.0000202401,0.00002072973,4.928417e-7,0.1486657,0.000001624845,0.0003943663,0.8404585,0.01001063,0.0003212139],"study_design_scores_gemma":[0.000844963,0.00006226457,0.001649717,0.00002800319,0.00004331969,0.000007285109,0.3762147,0.0001563709,0.00008652807,0.0283461,0.5919648,0.0005958477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04643741,0.00003097606,0.004891859,0.004326737,0.001208754,0.0001625937,0.00003781611,0.0002205502,0.9426833],"genre_scores_gemma":[0.9935417,0.00008050787,0.0008975432,0.001224869,0.0007238506,0.00000388586,0.00005861743,0.00002383216,0.003445181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9471043,"threshold_uncertainty_score":0.9996017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110671032036623,"score_gpt":0.2916312006257499,"score_spread":0.1809601685891269,"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."}}