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Record W2737135129 · doi:10.5539/ass.v13n8p49

Malaysia’s Vision 2020 and the Role of leadership in Economic Development

2017· article· en· W2737135129 on OpenAlexvenueno aff
Mahmoud Salah Mahmoud, Hoda Mitkees

Bibliographic record

VenueAsian Social Science · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicSocioeconomic Development in Asia
Canadian institutionsnot available
Fundersnot available
KeywordsPlan (archaeology)Point (geometry)Political scienceEconomic growthGovernment (linguistics)EconomicsGeography

Abstract

fetched live from OpenAlex

Malaysia has adopted several developmental plans since 1969 starting with the New Economic Policy (NEP), passing by the National Development Plan (NDP) and ending with the Vision 2020 adopted in 1991 under the rule of Mahathir Mohammed (1981-2003), whereby Malaysia has aimed to become a developed country by 2020. Looking for the future, Malaysia 2020 should build upon the older developmental plans; however there are some new elements that need to be considered if Malaysia is to continue on its successful developmental path. This paper aims at focusing on the issues that still need to be considered in Vision 2020 from an outsider point of view. This paper addresses the questions of what Malaysia’s economic plans adopted in the past which were able to achieve high economic growth rates while preserving at the same time the social aspects. And the paper focuses on trade policy in Malaysia under Mahathir rule, identifying how was it shaped and how likely it will continue in 2020. The paper identifies the challenges likely to be faced by Malaysia in the coming period and how such issues should be tackled in Vision 2020.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.816
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.006
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.037
GPT teacher head0.308
Teacher spread0.271 · 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 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

Citations7
Published2017
Admission routes1
Has abstractyes

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