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Record W4300679634

Analysis of U.S. Foreign Policy in the context of the Independence Process of Kosovo

2014· article· tr· W4300679634 on OpenAlexfundno aff
M. Cem OĞULTÜRK

Bibliographic record

VenueDergiPark (Istanbul University) · 2014
Typearticle
Languagetr
FieldSocial Sciences
TopicPost-Soviet Geopolitical Dynamics
Canadian institutionsnot available
FundersUniversity of WashingtonPrinceton UniversityYork UniversityYale University
KeywordsIndependence (probability theory)Context (archaeology)Process (computing)Political scienceForeign policyComputer scienceHistoryMathematicsLawPoliticsStatistics
DOInot available

Abstract

fetched live from OpenAlex

Bu çalışma ABD'nin Kosova politikasını Türkiye ile ilişkilerinden bağımsız, Amerikan perspektifinden incelemektedir. Özellikle Clinton Doktrini kapsamında, ABD Balkanlara yönelik gerçekleştirilen insani amaçlı askerî müdahalelerde, kurumsal yapılar olan BM ve NATO'yu harekete geçirerek uluslararası toplum ile beraber hareket etmiştir. Ancak arka planda ABD hegemonyasının küresel olarak kurulması ve gelecekte yapılacak müdahalelere altyapı hazırlanmıştır. ABD öncülüğünde NATO müdahalesi ile Kosova'da göreceli de olsa güvenlik sağlanmış ve neticede Kosova bağımsızlığını elde etmiştir. Bu çalışmada, ABD'nin Yugoslavya'nın parçalanması sürecinden günümüze Kosova politikasındaki süreklilik ve değişiklikler ortaya konulurken, ABD hegemonyasının Balkanlarda ulaşmak istediği hedefler irdelenmektedir.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.274
Threshold uncertainty score0.546

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0020.001
Scholarly communication0.0030.001
Open science0.0000.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.010
GPT teacher head0.256
Teacher spread0.245 · 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 designQualitative
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
Published2014
Admission routes1
Has abstractyes

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