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Record W2252334195 · doi:10.13034/jsst.v8i2.73

NGO-isation and the Plight of Women in Developing Nations

2015· article· en· W2252334195 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

VenueJournal of Student Science and Technology · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceDeveloping countryGovernment (linguistics)Human immunodeficiency virus (HIV)Economic growthDevelopment economicsMedicineEconomics

Abstract

fetched live from OpenAlex

Over the past century, NGOs have been rapidly growing in numbers have become increasingly involved in such health crises as HIV/Aids and Ebola around the world. Many organizations have also been founded to recognize and support oppressed groups in certain countries, one of the most important of these being women. It is undeniable that women of developing nations have been greatly affected by the rise of NGOs, and the ensuing phenomenon of NGO-isation, from increased opportunities for activism, to unsustainable dependencies on nutritional supplements,. This article presents a background of both NGOs and the plight of women in developing nations, as well as attempting to draw a relationship between these two stakeholders in our global society. This article also presents evidence to support the hypotheses that NGOs allow women to become more politically and socially active through government-neutral involvement, but also hinder their health and job prospects by failing to employ local workers and using short-term solutions instead of sustainable ones. Major analysis is conducted on these topics and attempts to determine the correlation between NGOs and their involvement with women in impoverished communities. The article concludes with final comments from the author about their overall experience and thoughts on the issue.Au cours du précédent siècle, les ONG sont rapidement augmentés en nombre et en implication dans plusieurs pays en développement en conséquence de plusieurs crises de santé telles que VIH / SIDA et Ebola. Plusieurs organisations ont aussi été créés pour donner reconnaissance à certaines groupes dans des pays oppressifs, un des plus importants parmi ces groupes étant les femmes. Il est indéniable que les femmes des pays en développement ont été aidés considérablement par la montée des ONG et le phénomène qui s'ensuit d'ONG-isation. Cet article présente un contexte d'à la fois les ONG et la situation des femmes dans les pays en développement et décrit une proposition de recherche pour tenter de déterminer la relation entre ces deux très importantes parties intéressées dans notre société globale. Cette proposition de recherche décrit ses objectives, buts et hypothèses qui concernent divers aspects de la vie d'une femme et ensuite ça décrit pourquoi ceci est un problème important et comment les données vont être obtenues. L'article conclut avec des commentaires finales de l'auteur à propos de leur expérience générale et leurs pensées concernant le problème.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.537
Threshold uncertainty score0.380

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
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 head0.024
GPT teacher head0.341
Teacher spread0.317 · 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