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Approaches of Russia and Turkey in Strengthening Regional Security in the Middle East and Central Asia in the Second Half of the 20th and the First Quarter of the 21st Centuries

2024· article· en· W4399430011 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

VenueHistory and modern perspectives · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSecurity, Politics, and Digital Transformation
Canadian institutionsnot available
Fundersnot available
KeywordsCentral asiaMiddle EastCompromisePolitical scienceQuarter (Canadian coin)East AsiaGeographyDevelopment economicsEconomyChinaLawPhysical geographyEconomics

Abstract

fetched live from OpenAlex

The article considers the problem of regional security which is on the agenda of the international community. Russia and Turkey as two politically and economically interconnected countries have a rich history of relations. The Middle East and Central Asia where their national interests overlap are priority directions at the present stage. However, disagreements in conflict resolution do not allow reaching a compromise and entering a new level of interaction. At the beginning of the 21st century Russia and Turkey showed an interest in strengthening regional security and achieving peace and stability. Although the incident in November of 2015 slowed down the development of cooperation and caused the refusal to maintain friendly contacts Moscow and Ankara realized the need to overcome differences and follow the provisions of concluded treaties and agreements. The beginning of a special military operation in Ukraine on the 24th of February of 2022 showed their complex and ambiguous interaction in the Middle East and Central Asia. The aim of the article is to identify the approaches of Russia and Turkey in strengthening regional security.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.251
Threshold uncertainty score0.999

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 studies0.0000.003
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 head0.055
GPT teacher head0.232
Teacher spread0.177 · 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