Final plea for conservation of Gaultheria akaensis Panda & Sanjappa (Ericaceae), an extremely threatened, endemic medicinal plant from Aka Hill in Arunachal Pradesh of eastern Himalaya, India
Bibliographic record
Abstract
Since its discovery in 2002 from Aka Hill in Arunachal Pradesh, the population of Gaultheria akaensis Panda and Sanjappa, a Critically Endangered, endemic medicinal plant is on the verge of extinction and currently represented by two individuals only. No trace of this species found in other Himalayan parts of India as well in Nepal, Bhutan, China and Myanmar. Detailed phenological observation was also done from 2002 - 2011. The species is threatened due to road extension and hydro-electric projects. To this problem, the author put a board for conservation to create awareness among local ethnic people. This paper provides description, ethnic use, photographs and maps for easy identification for the purpose of better conservation.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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 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".