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Record W3041519863 · doi:10.34189/asyam.4.1.002

ÇİN-PAKİSTAN EKONOMİ KORİDORU VE PAKİSTAN TWITTER UZAMINDA KANAAT TEKNİSYENLERİ: BİR TEMATİK İÇERİK ANALİZİ

2020· article· tr· W3041519863 on OpenAlexaff
Ali Zain, Gökçe Özsu, Mutlu Binark, Abdulaziz Dino Gidreta

Bibliographic record

VenueAsya Araştırmaları Uluslararası Sosyal Bilimler Dergisi · 2020
Typearticle
Languagetr
FieldSocial Sciences
TopicTurkey's Politics and Society
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsPhysicsComputer science

Abstract

fetched live from OpenAlex

The China-Pakistan Economic Corridor (CPEC) is the most crucial trade route in contemporary South Asia which connects Pakistan's Gwadar port located in Balochistan province and China's Kashgar, shortening the Middle Eastern oil route for China. It happens to be a core project of China's Belt and Road Initiative (BRI) which embodies Chinese alternative globalization and encompasses commercial and cultural routes and infrastructure in the participating countries. Although the BRI mainly involves the state institutions of the participating nations, the historic nature of cultural, political and economic relationships of these countries with China affect the political engagement and shape the public discussion about the BRI and its regional projects including the CPEC. Just like each participating country, Pakistan also attaches discrete significance to BRI and puts extraordinary emphasis to secure its respective regional and economic interests, while China has also boosted its public and cultural diplomacy to make ground for its successful execution. This study has undertaken a thematic analysis of the contents produced by 'opinion technicians' on Twitter from Pakistan during and immediately after China's Second Belt Road Forum (2019) as Pierre Bourdieu asserts that officials, opinion leaders, and leading institutions qualify to become the opinion technicians and shape dominant public opinion by the application of framing and priming in the light of local politics and agendas. The study found that the technicians of opinion are effectively adopting the multi-thematic discourse, and portray the CPEC as landmark project which has already started economic and industrial transformation in Pakistan and also holds potential benefits such as poverty alleviation, foreign investments and extended access to Chinese markets to exemplify the win-win cooperation in near future.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.505
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0030.003
Meta-epidemiology (broad)0.0040.003
Bibliometrics0.0010.004
Science and technology studies0.0040.003
Scholarly communication0.0030.002
Open science0.0040.002
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0040.003

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 head0.043
GPT teacher head0.294
Teacher spread0.250 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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

Citations2
Published2020
Admission routes1
Has abstractyes

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Same venueAsya Araştırmaları Uluslararası Sosyal Bilimler DergisiSame topicTurkey's Politics and SocietyFrench-language works237,207