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A Region in Fragments: The Middle East from Istanbul

2013· article· en· W2755848017 on OpenAlexvenueno aff
Timur Hammond

Bibliographic record

VenueArab world geographer · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicTurkey's Politics and Society
Canadian institutionsnot available
Fundersnot available
KeywordsMiddle EastTurkishForeign policyPolitical scienceGeopoliticsEconomic JusticeMedia studiesPrime ministerSociologyLawPolitics

Abstract

fetched live from OpenAlex

On 26 April 2012, Turkey's foreign minister, Ahmet Davutoglu, delivered a speech in which he described Turkey as both “owner” and “servant” of the Middle East. Predictably, his remarks provoked a firestorm of debate. Recent analyses of Turkish foreign policy, however, have cautioned against reading Davutoglu's speech and the foreign policies of the governing Justice and Development Party (AKP) as Turkey turning to the Middle East. This article begins with those analyses and adds another dimension to them by presenting two different ways in which Turkey's geopolitical relationships are mediated, engaged, and contested in popular media: cover illustrations from Turkey's satirical press and fliers advertising the relief efforts of the Humanitarian Relief Foundation (IHH), a civil society organization focused on humanitarian relief. The author argues that these two different media articulate two distinct “Middle East” imaginaries. Such an observation, he argues, has the potential to contribute to broader disc...

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 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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.334
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.031
GPT teacher head0.254
Teacher spread0.223 · 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 teacher head, not a consensus.

Study designObservational
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

Citations3
Published2013
Admission routes1
Has abstractyes

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