MétaCan
Menu
Back to cohort
Record W4283722804

EXAMPLE OF PILOT REGION EXECUTED WITHIN THE COMMUNITY DEVELOPMENT PLAN: ALTINÖZÜ DISTRICT PRACTICE

2022· article· tr· W4283722804 on OpenAlex
Mehmet YILDIRIM

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDergiPark (Istanbul University) · 2022
Typearticle
Languagetr
FieldSocial Sciences
TopicTurkish Urban and Social Issues
Canadian institutionsnot available
FundersMinistry of Rural Affairs
KeywordsPlan (archaeology)BusinessOperations managementProcess managementGeographyEngineeringArchaeology
DOInot available

Abstract

fetched live from OpenAlex

Although the development effort has been the main purpose of societies since the 18th century, its intensive introduction to both the economic literature and the programs of the governments coincides with the end of the Second World War. The Republic of Turkey developed a state policy with the 1961 Constitution. For this purpose, the State Planning Organization was established and the five-year development plans were prepared. One of the important goals of the Development Plans was to ensure social justice. Social justice could only be achieved by eliminating the income imbalance between different segments of the society. For this purpose, special plans were designed for the development of rural areas. Even a section titled “Community Development” was included in the First Five-Year Development Plan. Six pilot regions were selected across Turkey and a special development program was implemented for these regions. If the practices in these six regions would yield successful results, special programs would be prepared and implemented for each district of Turkey in the next fifteen years. One of the six selected pilot regions was Altınözü District of Hatay. The implementation and the follow-up Altınözü development program, which was prepared in 1963, was transferred to the Ministry of Rural Affairs in 1964. Studies were carried out for the implementation of this program in 28 villages of Altınözü and 116 different projects were prepared. However, only 75 of them have been put into effect. Until 1967, 71 projects were completed. This application, which gave successful results, was unfortunately not included in the following development plans.

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.

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 categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.577
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0070.001
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.001
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 head0.078
GPT teacher head0.257
Teacher spread0.180 · 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