To Sell or Not to Sell: The British Association for Biological Anthropology and Osteoarchaeology’s Position on the Trade and Sales of Human Remains in the UK
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
We introduce the British Association for Biological Anthropology and Osteoarchaeology’s ‘Trading and Sale of Human Remains Task Force’. This member-based subgroup started in 2016 and brings together professionals from a range of fields, including osteoarchaeology and forensic and biological anthropology, across academia, curatorial roles, and cultural heritage management. Subgroup members are concerned with and actively monitor the proliferation of human remains sales online. Here, we describe the history, goals, and current mission of the group, how we approach sellers and what assistance we provide to encourage donation over sale, alongside the challenges associated with this form of trafficking. We illustrate this discussion through select anonymised case studies to show the types of sales we respond to. These examples ultimately demonstrate that improved legislation is required if we are to end this industry in the United Kingdom (UK). Furthermore, the cases in this article exemplify the need to raise greater public awareness of the ethical implications associated with the sale and trade of once-living individuals.
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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 | 0.003 | 0.002 |
| 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