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Development Paradigms and Peacebuilding Theories of Change: Analysing Embedded Assumptions in Development and Peacebuilding

2009· article· en· W2147559975 on OpenAlexaff
Terrence Jantzi, Vernon E. Jantzi

Bibliographic record

VenueJournal of Peacebuilding & Development · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Society, and Development
Canadian institutionsInternational Development Research Centre
Fundersnot available
KeywordsPeacebuildingNormativeTransformative learningIntervention (counseling)Political scienceSociologyEngineering ethicsEpistemologyPsychologyPublic administrationLawPedagogyEngineering

Abstract

fetched live from OpenAlex

Peacebuilding and development professionals typically draw on different theoretical frameworks for developing their programmes. Development professionals reference the paradigms of development whereas peacebuilding professionals reference theories of change. These two different frameworks make it difficult for these professionals to communicate across their disciplines, even though they are increasingly engaging in very similar forms of intervention. This article develops a framework for correlating the respective development paradigms with peacebuilding theories of change. It concludes by examining the implications for three practitioner-level issues: assimilative versus transformative models, the conundrum of practitioner imperialism, and the normative question of which model is correct.

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)0.017
metaresearch head score (Gemma)0.018
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: Empirical · Consensus signal: none
Teacher disagreement score0.017
Threshold uncertainty score0.087

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.018
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.005
Science and technology studies0.0050.045
Scholarly communication0.0100.016
Open science0.0020.007
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0030.000

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 head0.058
GPT teacher head0.342
Teacher spread0.284 · 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
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

Citations16
Published2009
Admission routes1
Has abstractyes

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