The Architecture and Pottery of a Late Third-Millennium Residential Quarter at Tell Hamoukar, North-Eastern Syria
Bibliographic record
Abstract
The 2001 excavations in Area H on Hamoukar's lower town produced a wealth of information on a residential neighbourhood of a late third-millennium BC city. The excavations were intended to address several issues, including chronology, urban form and the final abandonment of the site. Toward these ends, a broad exposure of over 400 m 2 was opened, revealing a prosperous neighbourhood that had been sacked and abruptly abandoned. This report addresses two aspects, its architecture and ceramic assemblage, in detail. The architecture demonstrates broadly shared principles in spatial patterning and planning, as well as similarities in construction, with variations connected to socioeconomic status. The ceramics represent a snapshot of the assemblage of the late or post-Akkadian period, including many whole or reconstructable forms. Contrary to the expectations of abrupt climatic change models, Hamoukar remained settled and urbanised after the proposed 2200 BC Akkadian collapse, and its abandonment was the result of a sudden and violent military event.
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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 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".