MétaCan
Menu
Back to cohort

Conceptualisation of “Asian Values” in Malaysia and Singapore

2020· article· en· W2999899318 on OpenAlexaff
L. Efimova, Н. И. Хохлова

Bibliographic record

VenueWorld Economy and International Relations · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicSocioeconomic Development in Asia
Canadian institutionsInstitute on Governance
Fundersnot available
KeywordsModernization theoryIdeologyPoliticsAsian valuesPolitical scienceEast AsiaGeographySociologyChinaLaw

Abstract

fetched live from OpenAlex

“Asian values” as a concept appeared in the socio-political discourse in 1990s due to the so-called Rise of Asia. Major political leaders of Malaysia and Singapore, Mahathir Mohamad and Lee Kuan Y., played a special role in their conceptual design. The discourse “Asian values” provoked a strong reaction in scientific and political circles around the world, the debates on them are still continuing. The main question regarding “Asian values” is how to determine the degree and nature of their influence on the development of the countries of the East. The purpose of this study is to identify different approaches to the assessment of this concept, the reasons for their occurrence, as well as the role and place of “Asian values” in the process of modernization in the East. As a result, it was revealed that the political situation in the region brought about the development of the concept. Owing to the struggle of a number of states for their influence on the Southeast Asian countries, the latter turned to “Asian values” as ideological sources of self-identification. Another reason is the fact that this concept allows to take into account specific ways of modernization in each country. Finally, the concept was adopted as an ideological basis for the integration process in ASEAN, which remains one of the most progressive integration associations in the Asia-Pacific region. Thus, today, the concept of “Asian values” not only proved its viability, but also became an occasion for development of similar ideas in other regions of the world.

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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.636
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

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

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 head0.035
GPT teacher head0.293
Teacher spread0.258 · 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

Citations5
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueWorld Economy and International RelationsSame topicSocioeconomic Development in AsiaFrench-language works237,207