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Record W4405121460 · doi:10.16985/mtad.1537017

In the Russia, Türkiye and Iran Triangle; Karabakh

2024· article· en· W4405121460 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

VenueMarmara Türkiyat araştırmaları dergisi · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicLiterary, Cultural, Historical Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsArmenianPolitical scienceQuarter (Canadian coin)Soviet unionGeographyCentral asiaAncient historyEconomyEconomic historyHistoryLawPoliticsArchaeology

Abstract

fetched live from OpenAlex

Karabakh, located within the triangle of Turkey, Russia, and Iran, is a region of significant strategic importance. It particularly serves as a gateway connecting Turkey to Central Asia. Throughout history, Karabakh has been part of Azerbaijan’s territory. From the first quarter of the 1800s, Armenians, along with people from regional powers such as Russia, Turkey, and Iran, migrated to the region. Especially Russia and European countries, aiming to separate Turkey from Central Asia, supported the migration of Armenians to the region. After the fall of Tsarist Russia, the Soviet Union supported Armenian territorial claims on various platforms within the framework of its own interests. This study examines Armenia’s policies of seizing Azerbaijani lands throughout history and the approaches of neighboring countries to the situation. Specifically, it analyzes the policies of the three regional countries during the First and Second Karabakh Wars, the November 10 ceasefire agreement that ended the war, the crimes committed by Armenians during the war and their withdrawal from Karabakh, and the international response to these issues based on various sources.

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 categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.386
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.028
GPT teacher head0.230
Teacher spread0.202 · 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