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Record W1750386174

Международный опыт государственных закупок

2013· article· ru· W1750386174 on OpenAlex

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

VenueСовременные проблемы науки и образования · 2013
Typearticle
Languageru
FieldSocial Sciences
TopicLegal and Policy Issues
Canadian institutionsnot available
Fundersnot available
KeywordsProcurementBusinessTransparency (behavior)Openness to experienceCompetition (biology)Goods and servicesRequest for proposalPublic relationsAccountingPublic administrationMarketingEconomicsPolitical scienceLawEconomy
DOInot available

Abstract

fetched live from OpenAlex

International experience of public procurement has become the subject of attention not only theoretical but also practical in this activity because of the need for a professional approach to the implementation of the rules and requirements of the Federal Law of 05.04.2013 № 44-FZ On the contract system in the procurement of goods, works, services for state and municipal needs . Among the main objectives of the Federal Law № 44-FZ, it should be noted increase the efficiency and effectiveness of state and municipal needs. Achieving this goal is based on the principles of openness, transparency of information on the contract system in the area of procurement, ensuring competition, professional customers, stimulating innovation, the unity of the contract system in the area of procurement, the responsibility for ensuring the effectiveness of state and municipal needs, the effectiveness of the procurement. The implementation of the above principles requires serious scientific support of the public procurement process in Russia. The paper presents an analysis of the organization of public procurement in Australia, Canada, Switzerland, Ukraine and other countries. International experience of public procurement is of scientific interest and partly revealed in studies Davlyatinoy L., A. Zakharov, A.N. Ladyagina etc. The study of foreign experience is an essential element of the scientific support of public procurement, which has become an urgent scientific challenge. Analysis of procurement in Russia allows you to emphasize the lack of scientific support of this activity as a factor in the inefficient use of budget funds. Of particular relevance to develop scientific and methodological support of public procurement based on international experience gained now in the period of transition to the contract system in the procurement of goods, works and services for state and municipal needs.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.591
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.002
Science and technology studies0.0020.002
Scholarly communication0.0020.003
Open science0.0030.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0770.077

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 head0.031
GPT teacher head0.341
Teacher spread0.310 · 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