Eco-Cosmologies and Biodiversity Conservation: Continuity and Change among the Karbis of Assam
Why this work is in the frame
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Bibliographic record
Abstract
Eco-cosmologies of indigenous communities which regard the world of humans and the world of nature as closely related to each other, and rites and rituals based on such belief systems are important for the conservation of nature. The objective of this paper is to examine how the culture, particularly the cosmologies and religious beliefs of a indigenous tribal group-the Karbis living near Kaziranga National Park, Assam, India have insinuations for the conservation of natural resources. Based on fieldwork conducted in two Karbi villages, one still adhering to the traditional religion with a deep seated reverence for nature and all life forms, and the other which has converted to a new religion, the paper throws light on the changes and challenges to the indigenous ecological ethos in the present context.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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