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Record W2596128520

Механизмы реабилитации проблемных регионов в современных условиях: отечественной и зарубежный опыт

2014· article· ru· W2596128520 on OpenAlex
Кузнецов Роман Александрович

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueВестник Тамбовского университета. Серия: Гуманитарные науки · 2014
Typearticle
Languageru
FieldSocial Sciences
TopicEconomic and Technological Developments in Russia
Canadian institutionsnot available
Fundersnot available
KeywordsRehabilitationDiversity (politics)State (computer science)Political scienceRussian federationCapitalismBusinessEconomic growthEconomic policyEconomicsMedicineLawPolitics
DOInot available

Abstract

fetched live from OpenAlex

The mechanisms for the rehabilitation of problem areas used by domestic and foreign governmental authorities are considered. The two defining groups of methods in support of problem areas: General (universal), applicable in almost all cases, and personal (custom, private), the use of which is targeted (turn, these methods can be subdivided depending on their level of use at the Federal, regional and local). The concepts of Federal economic and Federal financial aid are refined. Special attention is paid to the retrospective view of the development of state regulation of diverse regions. The most significant examples of rehabilitation of problematic regions of the leading economies of the world such as USA, Canada, Australia and the Netherlands are presented. The conclusion about the uniqueness and diversity of the Russian regional diversity, which has determined the peculiarities of the mechanisms for the rehabilitation of problem areas, which are an integral part in the universal instruments of socio-economic and regional policy. It is identified that a key mechanism for the rehabilitation of distressed regions within such a scenario of socio-economic development must be common for all regions, the process of adjusting their businesses, communities and local authorities to market capitalism Russian-style. It is substantiated that the realities of the development of Russian regions dictate the need to develop the individual program of rehabilitation of the problem areas in the Russian Federation. It is concluded that the necessity of application in Russia the most successful models and specific programs of rehabilitation and support of foreign governments that create their adapted and successful approaches to the resolution of significant regional issues.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.815
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.003
Meta-epidemiology (narrow)0.0030.003
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0010.004
Science and technology studies0.0050.006
Scholarly communication0.0020.002
Open science0.0070.003
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0240.025

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.266
Teacher spread0.246 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it