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Record W7053030367

Tax Policy and Tax System in Korea

2004· book· en· W7053030367 on OpenAlexaboutno aff

Bibliographic record

VenueKorea Institute of Public Finance Research Publications (Korea Institute of Public Finance) · 2004
Typebook
Languageen
FieldEngineering
TopicNuclear reactor physics and engineering
Canadian institutionsnot available
FundersEconomic Research InstituteSeoul National UniversityWorld Bank Group
KeywordsQuarter (Canadian coin)Tax policySubject (documents)Task (project management)Set (abstract data type)Tax reform
DOInot available

Abstract

fetched live from OpenAlex

Korea is a fascinating country for economists around the world.Policymakers in Korea have always faced a new set of challenges and adjusted to the rapidly changing internal and external environments.For better or worse the Korea's economic performance, its policies and institutions are of great interest to a wide audience and worthy of serious examination.Careful evaluation of the problems, policy responses, and performance of the past help overcome new challenges ahead and make the best use of potential.This volume is a collection of papers written on various occasions in last quarter of century.Most of them were commissioned by concerned authorities or previously published in professional journals and edited volumes.Papers in the volume were written to show how the nation coped with the arduous task of setting up new policy strategy to meet the challenges at the time when each paper was written.In retrospect questions or issues raised and answers or suggestions made are pretty robust and indicative even for today.Though the volume is limited in the subject areas, it throws a great deal of light on answers to the frequently raised questions.I hope that this edited volume and accompanying volume, entitled Fiscal and Public Policy in Korea, serve as a pivot and stimulant in understanding tax policy, fiscal policy, and public policy in Korea.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.012
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.001

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 head0.047
GPT teacher head0.282
Teacher spread0.235 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations0
Published2004
Admission routes1
Has abstractyes

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