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Praktik Paradiplomasi dalam Implementasi Kerjasama Smart City Pemerintah Kota Bandung dan Kota Seoul

2021· article· en· W3182036606 on OpenAlexaboutno aff
Renny Candradewi Puspitarini, Fahrisya Tiko Septiarika, Randy Bramastya

Bibliographic record

VenuePERSPEKTIF · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIslamic Finance and Communication
Canadian institutionsnot available
Fundersnot available
KeywordsDiplomacyContext (archaeology)Government (linguistics)Smart cityPolitical sciencePublic administrationBusinessPublic relationsEconomyGeographyPoliticsEngineeringEconomics

Abstract

fetched live from OpenAlex

Paradiplomacy was popular in the early 1980s, when the Quebec City government strengthened cooperation with regional governments of other countries and other state actors in international relations. This phenomenon was studied in depth by diplomacy experts, namely Duchacek and Soldatos, which was later implemented in practice in transnational relations between countries in the world. The same thing was done by the city government of Bandung. The Bandung City Government undergoes the stages of smart collaboration formulation. An important process in paradiplomacy is the occurrence of communication contained in the policy advocacy process of the Seoul City government through the Knowledge Sharing Program (KSP) under the Ministry of Economy and Finance of South Korea. This study aims to see the Bandung City government as a subnational government entity conducting diplomacy outside the context of traditional diplomacy, namely paradiplomacy in implementing Smart City cooperation with the City of Seoul in 2016-2019. This research was conducted using a qualitative approach with literature study methods. The literature study method is useful for gathering secondary information needed to support findings in research. This study produces a map of cooperation between the City of Seoul and the City of Bandung which has not been discussed in a similar study using a paradiplomation framework that combines the concepts of Duchacek, Soldatos and Keohane. The cooperation map referred to is an in-depth explanation of the smart city of Bandung which includes Smart Branding, Smart Living, Smart Environment and Smart Government.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.002
Scholarly communication0.0050.003
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.001

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 head0.041
GPT teacher head0.347
Teacher spread0.305 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2021
Admission routes1
Has abstractyes

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