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Record W3119673136 · doi:10.35674/kent.815899

Karadeniz Ekonomik İşbirliği Teşkilatı: Sivil İşbirliği Stratejileri

2020· article· en· W3119673136 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

VenueKent Akademisi · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicSecurity, Politics, and Digital Transformation
Canadian institutionsnot available
Fundersnot available
KeywordsGeneral partnershipPolitical scienceBlack seaQuarter (Canadian coin)EconomyScale (ratio)GeographyEconomic growthDevelopment economicsEconomicsCartography

Abstract

fetched live from OpenAlex

Efforts by individual countries or groups of Black Sea’s surroundings countries to cooperate have remained on the agenda of these countries for the last quarter of a century. However, it was a generally accepted assessment that the point reached in spite of all the struggles was not satisfactory. Especially today, we are targeting very serious regional war scenarios, which has found supporters on global and regional scale, which threaten peace and tranquility. It has become more important than ever that the countries of the region come together and join forces. On the other hand, in view of the neo-liberal global economic movements, it is understood that the countries of the region are in need of each other. These countries need to come together and establish a dialoge and partnership networks.From this point of view, efforts to develop socio-economic and cultural relations between the countries of the Black Sea region at the institutional level (public and private sector) in such a way that the people are directly involved are strategically important for the socio-cultural integration of societies and the development of commercial relations as well as to ensure regional security. In our article, after analyzing the structure and activities of the Black Sea Economic Cooperation Organization, which will celebrate its 30th anniversary in 2023, what the strategic relationship formats between the countries in the region can be and how they can be developed will be discussed.

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.873
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.095
GPT teacher head0.328
Teacher spread0.233 · 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