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Record W3161072874 · doi:10.1017/9781780686912.007

The Right to Food Beyond Borders: The Extraterritorial Reach of the Right to Food in Africa

2018· book-chapter· en· W3161072874 on OpenAlexaff
Nadia Lambek, Claire Debucquois

Bibliographic record

VenueIntersentia eBooks · 2018
Typebook-chapter
Languageen
FieldSocial Sciences
TopicHuman Rights and Development
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsRealisationRight to foodState (computer science)AgricultureBusinessHuman rightsScale (ratio)International tradeNatural resource economicsFood securityEconomicsPolitical scienceGeographyLaw

Abstract

fetched live from OpenAlex

INTRODUCTION In an increasingly interconnected world, actions or inactions by one state can have an impact on the realisation of rights, including the right to food, for people in another state. The agricultural and trade policies of one state can affect the price of agricultural goods on global markets, with devastating consequences for small-scale producers abroad. Transnational corporations, operating under the regulations of one state but working in another, can damage the environment, evict farmers or convert agricultural land away from food production. This can affect the availability and accessibility of adequate food for local populations. Despite the transnational nature of these consequences, the conventional conception of human rights – one that understands human rights as only applying between a state and those living within its borders – provides no accounting for the impacts of a state's policies abroad. Over the past few years, drawing on the key international human rights instruments, norms and jurisprudence, legal scholars have sought to bring to the forefront the human rights obligations of states that extend beyond their borders. These obligations, most oft en referred to as extraterritorial obligations, require states to take seriously the human rights of people living in other countries when designing polices that may have an impact on them. The right to food, recognised in international law and domestically by a growing number of countries, is the right of all persons to feed themselves in dignity, either by producing or purchasing their food. With respect to the right to food, extraterritorial obligations require that states ensure their policies and actions do not have a negative effect on the ability of people living elsewhere to meet their food needs in dignity and that, in certain situations, states actively assist foreign populations in meeting their food needs. In these ways, extraterritorial obligations offer a very different frame by which to analyse and understand the impact of a state's actions and inactions outside of its borders. This frame is in stark contrast to the historical practice of international relations and cooperation in the area of food security, in which states have aided populations in foreign states with access to adequate food as an act of’ charity’ or, at most, a form of development assistance (oft en self-serving) – and not as a state obligation.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.009
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.007
Scholarly communication0.0040.006
Open science0.0000.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0090.001

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 head0.030
GPT teacher head0.270
Teacher spread0.240 · 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 designNot applicable
Domainnot available
GenreOther

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".

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Citations1
Published2018
Admission routes1
Has abstractyes

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