MétaCan
Menu
Back to cohort
Record W4401775397 · doi:10.1111/joac.12604

The rise and fall of community development in rural Turkey, 1960–1980

2024· article· en· W4401775397 on OpenAlexaff
Burak Gürel, Kadir Selamet

Bibliographic record

VenueJournal of Agrarian Change · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicTurkey's Politics and Society
Canadian institutionsUniversity of Toronto
FundersInternational Institute of Social Studies, Erasmus University Rotterdam
KeywordsBureaucracyCommercializationIndustrialisationTurkishEconomic growthGovernment (linguistics)Political scienceRural areaCompetition (biology)PoliticsDistribution (mathematics)Development economicsEconomics

Abstract

fetched live from OpenAlex

Abstract Turkey's Community Development Program (CDP), implemented in the 1960s and 1970s, has remained a largely underexplored subject in the global history of rural community development schemes. Based on detailed archival research, this article shows that the programme's central goal was to mobilize the labour and financial resources of the villagers to carry out rapid infrastructure construction. Turkish policymakers hoped that such mobilization could help achieve a high level of rural development far beyond what could be achieved by relying solely on government spending and might also allow the allocation of more resources to urban industrialization. Despite its initial promise, the CDP was unable to effectively mobilize the countryside due to a combination of structural, political, and bureaucratic challenges, including unequal land distribution, intense electoral competition, and inadequate administrative coordination. However, the CDP was not entirely inconsequential. It played a modest role in the commercialization and capitalist transformation of Turkish agriculture.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.713
Threshold uncertainty score0.739

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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)0.0000.000

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 head0.057
GPT teacher head0.319
Teacher spread0.262 · 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.

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

Citations1
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Agrarian ChangeSame topicTurkey's Politics and SocietyFrench-language works237,207