{"id":"W4417226428","doi":"10.26794/2226-7867-2025-15-6-103-111","title":"The Influence of Regional Elites on the Optimization of Intraregional Space in a Federal State","year":2025,"lang":"","type":"article","venue":"Humanities and Social Sciences Bulletin of the Financial University","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Elite; Federal state; Politics; State (computer science); Regional development; Space (punctuation)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001926153,0.0001191819,0.0002410744,0.001157997,0.002136539,0.00284736,0.000420086,0.000385371,0.002582979],"category_scores_gemma":[0.003488158,0.0001116081,0.0002798033,0.0009838317,0.002940413,0.0008133383,0.001794723,0.0003852705,0.000158268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004557606,"about_ca_system_score_gemma":0.002118523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686749,"about_ca_topic_score_gemma":0.03430396,"domain_scores_codex":[0.9988196,0.0005362672,0.00003508721,0.000131471,0.0001181811,0.0003592177],"domain_scores_gemma":[0.9985325,0.0003972126,0.0004070699,0.0001466932,0.0001853993,0.0003309598],"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":[0.0004311689,0.0002686092,0.3336955,0.0001843941,0.0002230109,0.001369835,0.02810087,0.0442103,0.009725424,0.4304217,0.002203854,0.1491653],"study_design_scores_gemma":[0.00005767251,0.0006098113,0.7271811,0.0002323569,0.0003228405,0.0005090424,0.05845175,0.05082929,0.0037397,0.105188,0.05275193,0.0001264623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625937,0.0001665765,0.003597843,0.0004662586,0.000008290192,0.00001261904,0.00001904951,0.00001481187,0.03312074],"genre_scores_gemma":[0.9992115,0.00003758348,0.0002251541,0.000007848597,0.000002330601,0.000001645877,0.000002629733,0.000001588598,0.0005095603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01686749,"threshold_uncertainty_score":0.03353864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278803987744125,"score_gpt":0.2179308903519829,"score_spread":0.1951428504745417,"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."}}