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Record W2922398823 · doi:10.14510/araj.2019.4242

Treansfrontier Project “Antimigration Solution”

2019· article· en· W2922398823 on OpenAlexvenueno aff
Elena Nechita, Dumitru Todoroi

Bibliographic record

VenueJournal of the American Romanian Academy of Arts and Sciences · 2019
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal Socioeconomic and Political Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Purpose of the paper consists in presentation of the Project transfrontalier RO-MD, analysis and substantiation of the objectives assumed by the Republic of Moldova and Romania through the Association Agreement between the Republic of Moldova and the European Union.The Republic of Moldova is about to determine: What future it wants for itself (country) and for its citizens.The research focuses on the correlational and explanatory method of the impact of EU (future) integration (benefits), identification of problems arising from implementation / compliance with the provisions of the Association Agreement; finding solutions to harmonize legislation; excluding differences relating to: unifying EU and national standards; ensuring the free movement of persons, services; expanding cooperation in the euro area; unifying policies on migration and asylum; uniform interpretation and application of EU and national legislation; ensuring that decisions are taken collectively (appropriate application of Japanese management) .Strengthening the objectives of promoting EU integration policies, thus contributing to the economic and social development of the country.Based on the research carried out, we conclude: Romania and the Republic of Moldova together with the European Union will address unitary reforms, included in the EU strategies, the country's objectives -economic and social, focused on the strategies and programs included in the Association Agreement.The results of the research are only the author's opinion which, however, can generate discussions in academic, student's, and social environment, can generate the interest of the citizens of Romania and the Republic of Moldova.The paper discusses the impediments to the implementation of the provisions of the Association Agreement, and solutions are also proposed.Resides in detailed and reasoned analysis; conclusions and proposing new solutions in order to reduce the problems encountered in implementing the Association Agreement.Originality consists in: identifying the norms contained in the legislative-normative acts with ambiguous understanding and interpretation and proposals for a law ferenda to improve and eliminate the ambiguities and other legislative-normative deficiencies; proposals to unify jurisprudence; proposals to harmonize national legislation with EU law.Implementation Environment: Country Awareness and Involvement (Legislative and Executive), taking into account the importance and seriousness of the problems of applying the EU policies and strategies set out in the Association Agreement, the negative impact of noncompliance with the roadmap on economic and social development of RM.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.075
Threshold uncertainty score0.252

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0750.017

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 head0.031
GPT teacher head0.262
Teacher spread0.231 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2019
Admission routes1
Has abstractyes

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Same venueJournal of the American Romanian Academy of Arts and SciencesSame topicGlobal Socioeconomic and Political DynamicsFrench-language works237,207