Conservation encounters: transculturation in the ‘contact zones’ of empire
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.
Bibliographic record
Abstract
In the last 20 years, Latin American countries have experienced a boom in conservation territories. At the same time, neoliberal restructuring of Latin American economies has devolved funding and management responsibilities to international NGOs. In this context, conservation projects have become important zones of encounter and contact, wherein those inhabiting protected areas are necessarily subject to and subjected by the discourses and practices of conservation institutions. How do local actors engage with these processes? This paper examines the cultural politics of conservation encounters in the Maya Biosphere Reserve, a protected area in Guatemala's northern department of Petén. Drawing upon the concept of transculturation and anti–essentialist framings of subject formation as performative, I outline how differently situated social groups in the reserve negotiate, contest and enact the daily discourses and practices of conservation as articulated by powerful US based international organizations.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it