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Record W3019121968 · doi:10.17176/20191004-232550-0

Alternatives to Development in the Andes: Contesting cosmovisions and their path towards recognition

2019· article· en· W3019121968 on OpenAlexaboutno aff
Jessika Eichler

Bibliographic record

VenueintR2Dok (Staatsbibliothek zu Berlin) · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicLatin American Cultural Politics
Canadian institutionsnot available
Fundersnot available
KeywordsPath (computing)GeographyPolitical scienceComputer science

Abstract

fetched live from OpenAlex

The concept of "development" has become a buzzword for social change, economic redistribution and ultimately socio-economic rights.This concerns both economic relations maintained in the international community built on the premise of State sovereignty and resulting intergovernmental agreements.Manifestations of such realities are manifold including a dominating WTO-steered legal order; new international trade deals such as current EU-Mercosur negotiations on the most extensive free trade zone on earth; the CETA deal between EU Members States and Canada that encounters civil society opposition; and Brexit negotiations in the light of new-old commonwealth alliances.However, existing development paradigms may similarly be designed to favour societal inequalities among people(s), resulting from rigid economic frameworks that paralyse social mobilisation, favour corporate elites in a neo-liberal world of international relations and disempower the State.It is therefore crucial to challenge the prevailing development paradigms and their underlying socio-economic "consensus".In this regard, Alternatives to Development -such as the concepts of Buen Vivir/Vivir Bien or Mother Earth rights -have proven crucial to such forms of contestation.

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)0.001
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.672
Threshold uncertainty score0.494

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
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 head0.049
GPT teacher head0.337
Teacher spread0.288 · 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

Citations0
Published2019
Admission routes1
Has abstractyes

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