{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009901779,0.001167623,0.001174871,0.001428377,0.0009503903,0.003018763,0.001368251,0.0006663685,0.003935645],"category_scores_gemma":[0.0002754427,0.00126815,0.0007577729,0.002473538,0.0003711058,0.007784659,0.0006016849,0.0008554959,0.01416098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933269,"about_ca_system_score_gemma":0.0003297217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007567291,"about_ca_topic_score_gemma":0.0004107917,"domain_scores_codex":[0.9944164,0.00005182112,0.001876152,0.001341384,0.0006703109,0.001643948],"domain_scores_gemma":[0.9971682,0.0002066426,0.0007410497,0.001246299,0.0005209602,0.0001168132],"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":[0.0004872089,0.001479935,0.01875906,0.004406526,0.001050842,0.0001084805,0.0003572537,0.0002577906,0.0001259079,0.5362878,0.2405011,0.1961781],"study_design_scores_gemma":[0.00310964,0.00005612369,0.01395276,0.001046661,0.0006344451,0.000007919037,0.000840254,0.003070002,0.0004120641,0.02699696,0.9483912,0.001481961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05285225,0.002800993,0.002338384,0.01119501,0.007421884,0.001638389,0.0001048405,0.0008226237,0.9208256],"genre_scores_gemma":[0.9473491,0.0003558664,0.000152639,0.01009105,0.00213343,0.0001376491,0.0004675121,0.0001304113,0.03918234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8944969,"threshold_uncertainty_score":0.9989768,"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."}}