{"id":"W4415051994","doi":"10.34925/eip.2025.181.8.003","title":"ОПЫТ РАЗВИТЫХ СТРАН В УПРАВЛЕНИИ МУНИЦИПАЛЬНЫМИ ИНВЕСТИЦИЯМИ","year":2025,"lang":"ru","type":"article","venue":"Экономика и предпринимательство","topic":"Digital Economy and Transformation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban agglomeration; Transparency (behavior); General partnership; Samara; Adaptation (eye)","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":[0.003032491,0.0008693455,0.0006518069,0.002718095,0.003994019,0.01127397,0.001342219,0.002617609,0.04148151],"category_scores_gemma":[0.008225254,0.0009129186,0.0009188211,0.002432782,0.006046272,0.006055998,0.004223825,0.003451243,0.01181317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004684199,"about_ca_system_score_gemma":0.008950952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077608,"about_ca_topic_score_gemma":0.01091075,"domain_scores_codex":[0.9946159,0.001149746,0.0002814061,0.0009647002,0.002462175,0.0005262259],"domain_scores_gemma":[0.9950948,0.001301953,0.0005764207,0.0007530515,0.001782598,0.0004912274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001245239,0.00007991343,0.002992631,0.0005940138,0.00006501012,0.0005985996,0.003379718,0.001574663,0.006130151,0.8632797,0.0149405,0.1062405],"study_design_scores_gemma":[0.00004313824,0.00008194924,0.004405073,0.00058001,0.00008327096,0.0009362973,0.004487511,0.001769227,0.006185245,0.2412093,0.7400837,0.0001353187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03266197,0.0113706,0.09975284,0.01507951,0.001732513,0.0002911685,0.001006128,0.0005022374,0.837603],"genre_scores_gemma":[0.6070015,0.01762744,0.114474,0.00290094,0.001063862,0.0009514553,0.000988855,0.000824763,0.2541672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04148151,"threshold_uncertainty_score":0.1387695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006050718251629954,"score_gpt":0.1900271537801761,"score_spread":0.1839764355285461,"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."}}