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Record W2012279164 · doi:10.2495/sdp-v5-n1-31-42

Participatory rural development program and local culture: a case study of Mardan, Pakistan

2010· article· en· W2012279164 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
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

VenueInternational Journal of Sustainable Development and Planning · 2010
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgricultural Systems and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsCitizen journalismFrontierSustainabilityParticipatory developmentWork (physics)Economic growthParticipatory planningGermanPolitical scienceInstitutionRural developmentSociologyPublic relationsEnvironmental planningGeographyEngineeringSocial scienceEconomics

Abstract

fetched live from OpenAlex

Research on rural development has gained significance in recent years. Much of the previous work focused on economic factors of the people involved in rural development programs/projects. However, now there is a growing interest in the role of socio-cultural factors affecting rural development. This paper reviews and analyzes how a German assisted Integrated Rural Development Program (IRDP) effectively and efficiently incorporated the people of a diverse culture of Mardan Division of North West Frontier Province, Pakistan in the development activities through a process oriented socio-cultural approach. The new way of viable participatory institution building at meso level (Regional Development Organizations) to tie and pursue the interest of micro-level organizations (Community Based Organizations) based on traditional, cultural values, and norms indicates how participation can be effectively institutionalized and the continuity of collective actions is ensured in the shape of Integrated Rural Support Program even after the withdrawal of IRDP. Based on the interviews, discussions, observations, and references, it is evident that the IRDP participatory approach not only facilitates genuine participation of the people in problem solving, planning, institutional building, and implementation of development activities but also ensures the sustainability of grass root organizations in the long run.

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)0.001
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 score0.624
Threshold uncertainty score0.193

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.027
GPT teacher head0.307
Teacher spread0.279 · 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