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Record W7031578848

[no title]

2024· other· en· W7031578848 on OpenAlexfundno aff

Bibliographic record

VenueDirectory of Open access Books (OAPEN Foundation) · 2024
Typeother
Languageen
FieldAgricultural and Biological Sciences
TopicCollembola Taxonomy and Ecology Studies
Canadian institutionsnot available
FundersInternational Labour OrganizationSamsungEconomic Research InstituteNational Research Foundation of KoreaScience and Technology Policy InstituteKorea Labor InstituteKorea International Cooperation AgencyAcademy of Korean StudiesNational Human Rights CommissionUniversity of TorontoNational Research FoundationUniversity of CambridgeLeverhulme TrustMinistry of EducationKorean Studies Promotion ServiceAmerican Association of GeographersNational Intelligence ServicePrinceton University
KeywordsAuthoritarianismRestructuringForegroundingPoliticsDemocracyState (computer science)Neoliberalism (international relations)Economic restructuring
DOInot available

Abstract

fetched live from OpenAlex

Over the last 25 years, South Korea has witnessed growing inequality due to the proliferation of non-standard employment, ballooning household debt, deepening export-dependency, and the growth of super-conglomerates such as Samsung and Hyundai. Combined with declining rates of economic growth and turbulent political events, these processes mark a departure from Korea’s past recognition as a high growth “developmental state.”
\n 
\n The Postdevelopmental State radically reframes research into the South Korean economy by foregrounding the efforts of pro-democratic reformers and social movements in South Korea to create an alternative economic model—one that can address Korea’s legacy of authoritarian economic development during the Cold War and neoliberal restructuring since the Asian Financial Crisis of the late 1990s. Understanding these attempts offers insight into the types of economic reforms that have been enacted since the late 1990s as well as the continued legacy of dictatorship-era politics within the Korean political and legal system. By examining the dilemmas economic democracy has encountered over the past 25 years, from the IMF Crisis to the aftermath of the Candlelight Revolution, the book reveals the enormous and comprehensive challenges involved in addressing the legacy of authoritarian economic models and their neoliberal transformations.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.467
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0030.002
Open science0.0050.005
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0500.002

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 head0.114
GPT teacher head0.374
Teacher spread0.260 · 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
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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueDirectory of Open access Books (OAPEN Foundation)Same topicCollembola Taxonomy and Ecology StudiesFrench-language works237,207