Explorations in El-Markha Plain, South Sinai: Preliminary Findings at Tell Markha (Site 346) and Elsewhere
Bibliographic record
Abstract
The 2002 University of Toronto and SCA (renamed MoA) expedition to el-Markha Plain, South Sinai, mapped and excavated the eastern portion of a small, seasonal copper smelting site and anchorage (Rothenberg’s site 346), which W. F. Albright had discovered in 1948 and dated to the early New Kingdom. In 2002, this encampment yielded potsherds from Nile silt vessels (5%) and numerous pottery fragments (95%) from two types of “Sinaitic”/Red Sea fabrics, most of which date to the Middle Kingdom. The remaining artifacts represent copper lumps and slag, stone tools, fish bones, sea urchin spines, marine shells, and coral. The expedition also investigated an adjacent wadi bed and waterfall, and found isolated pottery scatters from Egyptian store jars at several places along the northwest edge of the plain. In addition, the team surveyed Rothenberg’s site 345 (Ras Budran), Seih Baba, the mouth of Wadi Sidri, and selected portions of el-Markha Plain to the south of Abu Rodeis.
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.
How this classification was reachedexpand
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 | 0.000 |
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 teacher head, 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".