MétaCan
Menu
Back to cohort
Record W2061548549 · doi:10.1080/14747731.2013.764151

Land Grabbing and Global Governance: Critical Perspectives

2013· article· en· W2061548549 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

VenueGlobalizations · 2013
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsUniversity of Northern British Columbia
Fundersnot available
KeywordsLand grabbingGlobalizationCapitalismCorporate governanceGlobal governancePhenomenonPolitical sciencePower (physics)PoliticsCapital (architecture)Political economyEconomySociologyEconomicsGeographyLaw

Abstract

fetched live from OpenAlex

Land grabbing has emerged as a significant issue in contemporary global governance that cuts across the fields of development, investment, food security, among others. Whereas land grabbing per se is not a new phenomenon, having historical precedents in the eras of imperialism, the character, scale, pace, orientation and key drivers of the recent wave of land grabs is a distinct historical phenomenon closely tied to major shifts in power and production in the global political economy. Land grabbing is facilitated by ever greater flows of capital, goods, and ideas across borders, and these flows occur through axes of power that are far more polycentric than the North-South imperialist tradition. In this introduction we argue that land grabbing speaks to many of the core questions of globalization studies. However, we note scholars of globalization have yet to deeply engage with this new field. We situate land grabbing in an era of advanced capitalism, multiple global crises and the role of new configurations of power and resistance in global governance institutions. The essays in this collection contribute to identifying land grabbing as an important and urgent topic for theoretical and empirical investigations to deepen our understanding of contemporary globalization and governance.

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)0.000
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 score0.601
Threshold uncertainty score0.583

Codex and Gemma teacher scores by category

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

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 head0.221
Teacher spread0.213 · 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