Spiritual Beliefs and Ecological Traditions in Indigenous Communities in India: Enhancing Community-Based Biodiversity Conservation
Bibliographic record
Abstract
From time immemorial, local and indigenous communities in India have developed traditions, representations, and beliefs about the forest and biodiversity. The cultural practices and beliefs of a community play a significant role in enhancing community-based initiatives, particularly in achieving sustainability in the long term. Nevertheless, too often conservation policies do not take into consideration the link between the culture of local communities and their environment. A comprehensive understanding of the relationship between cultural traditions and practices related to biodiversity and their current status and manifestations is crucial to the concept of effective and sustainable conservation policy. This article examines the traditional practices of the communities in the Sariska region (Rajasthan, India) as well as their beliefs and their values, underlining the special relationship that these tribal and indigenous communities maintain with the forest and their usefulness in community-based conservation. Some conclusive remarks on the importance of adapting conservation approaches to local cultural representations of the environment will be drawn.
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How this classification was reachedexpand
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 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".