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Record W2741962878 · doi:10.4314/jsdlp.v8i1.10

Land governance and land deals in Africa: opportunities and challenges in advancing community rights

2017· article· en· W2741962878 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Sustainable Development Law and Policy (The) · 2017
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicLand Rights and Reforms
Canadian institutionsCarleton University
Fundersnot available
KeywordsCorporate governanceCitizenshipPolitical scienceLand lawNatural resourceInvestment (military)Conceptual frameworkPublic administrationLand tenureSociologyLawEconomicsSocial sciencePoliticsGeography

Abstract

fetched live from OpenAlex

This article examines the converging focus on “governance” by those donors and scholars who promote investment in land in Africa as well as by scholars and activists who criticize what they call “land grabs.” This focus on governance is particularly found in terms of understanding and assessing socio-economic consequences among the communities for the land deals, investment initiatives which have been accelerating on the continent over the last decade and longer. This article expands the concept of governance by examining how structures of authority and power are also involved in defining who belongs, or who has claims to belong, to these territories. It explores the topic of land deals and community rights through the conceptual lens of governance and belonging, the ability to be recognized as part of the community at various levels of action (including in terms of national citizenship). It starts with an examination of the recent increase in land investments in Africa, setting out its broad parameters, including public criticisms raised and some of the protests around them, and noting some of the key issues on which scholars have focused. In the next two sections, the article analyses these processes through the conceptual lens of governance and belonging as a way to bring out what the article proposes are key issues for assessing matters on community rights in regards to investments concerning natural resources in Africa, particularly over land. This analysis raises questions about those who uncritically promote Free and Prior Informed Consent as the solution to ensure “communities” approve any land deals.Keywords: Land grabs, governance, Africa, community, politics of belonging

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.393
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.057
GPT teacher head0.251
Teacher spread0.194 · 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