Making Pots and Potters in the Bronze Age Maros Villages of Kiszombor-Új-Élet and Klárafalva-Hajdova
Bibliographic record
Abstract
This article examines the choices potters made while collecting and preparing their raw materials, forming, finishing and firing their pots in the Bronze Age villages of Kiszombor-Új-Élet (2600–2000 cal. bc) and Klárafalva-Hajdova (2000–1650 cal. bc) in present-day southeastern Hungary. Following the one-thousand-year-long ceramic tradition of these villagers, known archaeologically as members of the Maros group, I highlight choices that were shared by all, suggesting deeply engrained ideas about how Maros pots should be made, versus choices that were more restricted in distribution, suggesting a smaller group of potters, of greater skill and possibly greater status within the villages. I argue that, although pot making was one of many small-scale housekeeping tasks, the creation and use of pottery were integrally tied to expressions of status and identity, and that by the Late Maros Phase the identity of ‘potter’ was acknowledged by the community as distinct from other identities, such as those of ‘metalworker’, or ‘weaver’.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".