Taxonomical Exploration of Arboreal Members of the Family Anacardiaceae in District Poonch, Jammu and Kashmir (India)
Bibliographic record
Abstract
The Poonch district is part of the Pir-Panchal region of Jammu and Kashmir, which is home to a distinct landscape and a variety of climates. Even with these significant variations, this region has been able to maintain a high level of biodiversity. There are certain groups of flora that have eluded researchers' attention, including the Anacardiaceae family, which is one of those groups. The purpose of this study was to investigate the current occurrence as well as taxonomical studies of the arboreal members of the Anacardiaceae family. For several decades, the district has been observing the occurrence of these plant species both in sub-tropical and temperate zones with various ethnobotanical uses. This angiospermic arboreal flora group found at an altitude between 988 and 3004 m is composed of eight species in five genera, including one shrub and seven trees, one evergreen, and seven deciduous species, as well as two indigenous and six exotic species. Among the plant genera, Pistacia and Rhus recorded 2 and 3 species, respectively, while Cotinus, Lannea and Mangifera recorded one species each.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".