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Record W7028035378

Dissolving the pastoral commons, enhancing enclosures: commercialization, corruption and colonial continuities amongst Maasai pastoralists of Southern Kenya

2014· dissertation· en· W7028035378 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

VenueeScholarship@McGill (McGill) · 2014
Typedissertation
Languageen
FieldMedicine
TopicMedical and Health Sciences Research
Canadian institutionsMcGill University
Fundersnot available
KeywordsLand tenureMaasaiPopulationPastoralismState (computer science)BureaucracyPoliticsLanguage changeGrassrootsAgency (philosophy)
DOInot available

Abstract

fetched live from OpenAlex

AbstractMaasai pastoral landholdings presently collectively held and managed under group ranch tenure arrangement are increasingly under pressure to subdivide and privatize. Subsequent processes of defining, administering, allocating and securing land rights and associated resources within pastoral landholdings has remained largely contentious. The complex interplay between market forces, state bureaucracy (policy, legal and administrative framework), customary value systems and institutions in the process of allocating land rights against a backdrop of competing land-use options and mounting population pressure provides the setting for unpacking the dynamics of land related graft.This thesis presents new data to analyze emerging and increasing incidences of practices and activities that could generally be described as 'corrupt' in the process of subdivision and privatization of pastoral commons. Understanding the roles, interests and strategies of different social actors and institutions – local group ranch members, group ranch officials, ministry of lands officials, private sector investors (conservationists, tourism sector players, land surveyors, lawyers) - during the land subdivision processes, seen in the light of historical and current social, economic, and political trajectories, can help deepen our understanding of land related corruption and its likely impact on future land use trends and local livelihoods. In particular, community conservation initiatives driven by private sector investors, local community members' unfamiliarity with functioning of the state bureaucracy and personal agency in rent seeking tendencies inevitably have the strongest influence on social equity with respect to land and associated resources within the GR context.. However, the increase in land related graft is not a simple function of the shortfalls arising from market inequity and state inefficiency related outcomes. They are as much influenced by carry-over of practices of indigenous value systems on resource distribution based on reciprocity. These findings are relevant not only for Maji moto group ranch and group ranches adjacent to Maasai Mara game reserve, but also for pastoral livelihood and land-use options elsewhere in Kenya and sub-Saharan Africa

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.581
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.023
GPT teacher head0.301
Teacher spread0.278 · 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