{"id":"W4392547711","doi":"10.17645/up.7642","title":"Decentralization in Ukraine: Reorganizing Core–Periphery Relations?","year":2024,"lang":"en","type":"article","venue":"Urban Planning","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Decentralization; Core (optical fiber); Economic system; Political science; Economics; Computer science","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":[0.0004964117,0.00009039561,0.00009702749,0.0002103773,0.0003285691,0.0002507721,0.0001163751,0.0001090061,0.0005563685],"category_scores_gemma":[0.0004107714,0.0001020145,0.00002704443,0.001143481,0.00005452771,0.0004266296,0.00001817265,0.0001884516,0.0001351771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002064725,"about_ca_system_score_gemma":0.0001601717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002214901,"about_ca_topic_score_gemma":0.0001307,"domain_scores_codex":[0.9989438,0.00008214967,0.0002204898,0.0002205275,0.0002466468,0.0002863661],"domain_scores_gemma":[0.9996005,0.0001644681,0.00003565805,0.00007927768,0.00004073502,0.00007935047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007223402,0.00002146195,0.6694791,0.00002502157,0.00001400838,0.0001082801,0.1170313,0.001683929,0.0004533874,0.1140928,0.09619916,0.0008842548],"study_design_scores_gemma":[0.0002285415,0.0000153901,0.0301754,0.0006057956,0.00001881241,0.000005958192,0.009741207,0.01337019,0.00005315702,0.0009237237,0.9445093,0.0003525142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7023643,0.009890125,0.01633398,0.002805642,0.002586985,0.0005547599,0.00001284812,0.001780102,0.2636712],"genre_scores_gemma":[0.9925068,0.00004309608,0.0004711471,0.0002376726,0.0002980457,0.000004702957,0.00005839753,0.00002142177,0.006358727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8483102,"threshold_uncertainty_score":0.6091845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04438073961220246,"score_gpt":0.3344365367634385,"score_spread":0.2900557971512361,"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."}}