Ethnozoological Review on the Trade, Human Alimentation, and Cultural Use of Skinks (Reptilia, Scincidae)
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
Animals and their derivatives have been used for a wide range of purposes, including human consumption, clothing, tools, medicinal and magical-religious purposes, for most of human history, and as pets more recently. We reviewed the scientific literature and, using 134 references, provided an overview of how 400 species of skinks (23% of skink diversity) are used in the context of ethnozoology, especially as related to international and domestic trade and any cultural significance. Except for 10 species, all records of skinks involve domestic or international trade. Body weight, various activity pattern traits, and various microhabitats were found to be positive predictors of documented human use. In contrast, species found in less accessible microhabitats, such as semi-aquatic species, showed reduced odds of an ethnozoological role. A more comprehensive examination of trading patterns, cultural significance, or any other human use of skinks currently appears to be impossible, simply due to a lack of necessary information. In addition, data related to functional traits of skinks or a general understanding about the factors that influence skink usage or cultural significance are scarce or absent. We conclude that our understanding of factors that may influence human use of lizards in general and skinks in particular needs to be improved to create more effective species conservation and environmental education outcomes.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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