New fingerprint evidence for female potters in Late Bronze Age Canaan: The demographics of potters and division of labour at Tel Burna
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
Techno-stylistic studies in ceramic analysis have largely focused on characterising production groups, based on the similarity of various objects and how they were made. The demographics of potters and the division of labour often remain enigmatic in current chaîne opératoire research. A growing number of biometric studies have demonstrated the potential of fingerprints preserved on ceramic surfaces for classifying the age and sex of potters. In this paper, we use a recently introduced identification matrix to model labour divisions based on 52 fingerprints preserved on a diverse range of objects from the Late Bronze Age II stratum at Tel Burna. The sample includes objects from the recently exposed cultic enclosure. Based on broad ethnographic considerations, women were the principal potters in Canaanite society. Our study tests this hypothesis with regards to who made pottery for cultic use. We identify patterns in age categories and a sexual division of labour for the manufacture of select objects and vessel types. The results lead us to discuss possible effects of imperialism on labour organisation. We provide the first compelling insights into the social relations of pottery production at a time when Egypt exercised hegemony over the city-states of the Southern Levant .
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 | 0.004 |
| 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