The Early Bronze Age Remains at Tell eṣ-Ṣāfi/Gath: An Interim Report
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
AbstractSeveral Early Bronze Age levels have been exposed at Tell eṣ-Ṣāfi/Gath since 2004. This report describes the results of the excavation of the EB III domestic neighbourhood on the eastern part of the site, in Area E. Its layout was common to other Early Bronze urban centres, including small, multiroom houses with a courtyard, and in a few cases also a small storage room. Occupants had access to local and long distance trade and exotic goods, used various administrative recording methods, and sacrificed valuable animals. These results are discussed in conjunction with other Early Bronze finds from the site, both from the surface survey and from excavations in other areas. Based on these data, we discuss the role of Early Bronze Age Tell eṣ-Ṣāafi/Gath from a regional perspective. The results of the excavation suggest that the site was an important EB III political and economic centre in the district.Keywords: MicroarchaeologyRadiocarbon datingSettlement hierarchyEarly Bronze AgeTell eṣ-Ṣāafi/Gath
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 | 0.000 | 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 | 0.001 | 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) | 0.001 | 0.001 |
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