'Original Lords of the Soil'? Amerindian Rights and the Expansion of State Power in Guyana
Bibliographic record
Abstract
The consequences of State claims to, and controls over, the territories of Guyana’s Indigenous Peoples (Amerindians) are traced through successive Dutch and British colonial to post-Independence governments. From the mid-eighteenth century, a numerically small sugar plantocracy wielded influence within local government and ensured that colonial policy served its interests located on the coastland. Hinterland policies extended the capitalist approach to natural resources extraction and favoured the dominance of the small stratum of monied interests over the majority of Crown licences for forestry, mining and ranching, issued over claimed Indigenous lands. The colonial government’s approach to Amerindians was protectionist, but their land rights were not settled in law. Authoritarian post-Independence governments have used the discretionary power in the inherited legislative framework to expand the numbers of, and areas covered by, logging and mining licences. The State is aided by the lack of a reservation process for forests and/or a settlement process to determine and settle pre-existing customary rights of Indigenous Peoples, twin processes that were instituted in the majority of British colonies. Indigenous rights and privileges on their customary lands have been steadily eroded in law, policy and practice. Amerindians receive few economic benefits from natural resources operations on either their legally titled communal lands or customary lands.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.011 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".