{"id":"W4412387097","doi":"10.24144/2788-6018.2025.03.1.20","title":"Local self-government and ensuring social justice: national experience and foreign practices","year":2025,"lang":"en","type":"article","venue":"Analytical and Comparative Jurisprudence","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Social justice; Economic Justice; Political science; Public administration; Criminology; Public relations; Business; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004606144,0.0001440476,0.0003434831,0.00006095083,0.000338152,0.0001289296,0.0001110834,0.00006748723,0.00005631429],"category_scores_gemma":[0.0002002204,0.0001550179,0.00002713718,0.0001191143,0.0003680924,0.0003134898,0.0001820391,0.0002050764,0.00001696804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009589118,"about_ca_system_score_gemma":0.00002006277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002573545,"about_ca_topic_score_gemma":0.000008492898,"domain_scores_codex":[0.9988821,0.00003056098,0.0003691051,0.0004542476,0.00007108334,0.0001928861],"domain_scores_gemma":[0.9991425,0.0004225868,0.0002427891,0.00008236333,0.00003846172,0.00007128659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003023605,0.00005926337,0.02020782,0.00005518872,0.00007696796,0.000002674261,0.002859913,0.00001193218,0.000006781318,0.9759352,0.0004941831,0.0002597946],"study_design_scores_gemma":[0.002066475,0.0002729729,0.3054712,0.0001103881,0.0001718782,0.00003594393,0.009797752,0.339826,0.000616916,0.1973405,0.1432245,0.001065434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7797301,0.002256786,0.005168901,0.001382548,0.00009400331,0.0001584489,0.00003867802,0.00002517258,0.2111454],"genre_scores_gemma":[0.9974554,0.0003200952,0.0007842096,0.0004746773,0.00006590516,0.00001494712,0.000001200203,0.000003717678,0.0008798465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7785948,"threshold_uncertainty_score":0.6321447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08563349219965474,"score_gpt":0.3454991426781401,"score_spread":0.2598656504784853,"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."}}