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Record W7112609601

The Committee on World Food Security ten years after reform

2021· article· fr· W7112609601 on OpenAlexaff

Bibliographic record

VenuePure (Coventry University) · 2021
Typearticle
Languagefr
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsNegotiationPoliticsFood securityHuman rightsGlobal governanceCorporate governanceNormativeCivil society
DOInot available

Abstract

fetched live from OpenAlex

The reform of the UN’s Committee on World Food Security (CFS) in 2009 was widely regarded as a key moment in the re-organization of global food security governance processes. This was due to the implementation of a novel approach to participation of “stakeholders”, and an explicit commitment to advancing human rights and prioritizing the voices of those most affected by hunger and food insecurity. The reformed CFS is part of a broader architecture of global food security governance that is increasingly anti-political: that is, it is increasingly organized in ways that minimise, avoid, or conceal the relations of power and conflictual dimensions inherent to complex and normative policy processes and reflective of the antagonisms inherent in human society. Through the reform process, we argue that the CFS has emerged as a forum where politics can, and do, play out. To arrive at this conclusion, in this chapter we introduce a critical political analytic framework before introducing the reform of the CFS. We review the CFS’s six reform roles and introduce the CFS negotiation process as an example of political practice. We then examine three challenges that threaten to depoliticise the CFS. These include: (1) changes in qualifications for participants that have resulted in a rebalancing of participation between the private sector and civil society; (2) a shift away from plenary negotiations to intersessional negotiations; and, (3) changes in the role of human rights at the CFS. The chapter concludes by making a case for supporting the CFS as a political committee.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.765
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.009
GPT teacher head0.169
Teacher spread0.160 · 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.

Study designNot applicable
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
Published2021
Admission routes1
Has abstractyes

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