The Pottery of Babylonian-period Jerusalem: Stratum 9/10 at the Summit of the Southeastern Hill
Bibliographic record
Abstract
The 2005–2008 excavations conducted by Eilat Mazar in Area G at the Southeastern Hill (‘the Summit of the City of David’) included stratified dump layers on the eastern slope. Reevaluation of the pottery uncovered in the three layers of the dump designated by Mazar as Babylonian Stratum 9/10 show that it consisted mainly of Iron IIC types with a few later types and that while some of the new types became popular during the Early Persian period, others either did not become common or did not continue. This, then, is a transitional assemblage, representing the 6th century BCE, with Iron Age types appearing alongside new variants. About a quarter of the bowls recovered from Stratum 9/10 are ‘non-typical’ for Iron IIC types but are not typically Persian either. We therefore suggest that they be identified as ‘Babylonian types’.
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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 | 0.001 | 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) | 0.005 | 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 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".