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Record W4407337614 · doi:10.6000/1929-4409.2025.14.05

A Look at the New Developments in the European Union's Regulation on Crypto-Assets and Anti-Money Laundering

2025· article· en· W4407337614 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.

venuePublished in a venue whose home country is Canada.
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

VenueInternational Journal of Criminology and Sociology · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPost-Communist Economic and Political Transition
Canadian institutionsnot available
Fundersnot available
KeywordsMoney launderingEuropean unionBusinessFinancial systemMedicineInternational tradeFinance

Abstract

fetched live from OpenAlex

The article examines the recent developments in the European Union's regulation concerning crypto-assets. This regulation is evolving in a fragmented manner and by sectors, particularly focusing on markets and the financial sector in general, and does not have a defined perspective for a comprehensive regulation of the sector. It is a regulation that aims to introduce elements of public control over the actors in the system to regulate the markets and also in anticipation of future new instruments consisting of crypto-assets, introducing elements of public control entrusted to national authorities (notably Regulation 2023/1114 and 2022/858). Meanwhile, in order to enhance the fight against money laundering, elements of control and verification on intermediaries have been introduced as part of the AML Package (particularly with Regulation 2023/1113), imposing obligations on them and implementing control tools over end users, their identities, and their operations. National legal systems are gradually receiving these regulations and harmonizing with European Union law.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.695
Threshold uncertainty score0.209

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.056
GPT teacher head0.340
Teacher spread0.284 · 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