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Record W2908020660

Зарубежный опыт правового регулирования отношений в сфере оборота криптовалюты

2018· article· ru· W2908020660 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

VenueCyberLeninK (CyberLeninka) · 2018
Typearticle
Languageru
FieldSocial Sciences
TopicSecurity, Politics, and Digital Transformation
Canadian institutionsnot available
Fundersnot available
KeywordsCryptocurrencyLatin AmericansChinaLegislationGovernment (linguistics)SanctionsBusinessInternational tradeEconomyGeographyPolitical scienceEconomicsLaw
DOInot available

Abstract

fetched live from OpenAlex

The article discusses the foreign experience of cryptocurrency regulation since the beginning of their widespread use on the example of the United Kingdom, the United States, Canada, Australia, Ukraine, Japan, China and Latin America countries. Most of the countries, such as Venezuela, the United States, Canada, Australia, some EU countries, as well as such financial and technological giants as China and Japan are positive-expectant concerning the status of cryptocurrencies. The neutral position of a number of countries (the European Union led by Germany, Latin American countries) is due to the lack of developed legislation regulating cryptocurrency relations. In Ecuador, Thailand, Vietnam, Iceland and Bangladesh cryptocurrencies are prohibited. Venezuela became the first country in the world to create its national cryptocurrency-Petro. Its value is sunstantiated by reserves of natural resources of the country, and the price equals to a barrel of oil. By Petro, the Venezuelan government expects to overcome the economic crisis caused by the USA sanctions and to attract billions of dollars in investments. Venezuela's national cryptocurrency is built on a blockchain platform. It can be used for payments in the country and exchanged for other cryptocurrencies. In Russia, international experience in the field of regulation of cryptocurrency relationships and determining its status resulted in early adoption of the law on the cryptocurrency and the possible emergence of a national cryptocurrency - cryptolabs.

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)0.003
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), Science and technology studies, 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 score0.742
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.002
Science and technology studies0.0030.006
Scholarly communication0.0020.004
Open science0.0030.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0060.017

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 head0.039
GPT teacher head0.327
Teacher spread0.288 · 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