Preliminary report on the 2008 and 2009 excavation seasons at Jiyeh (Porphyreon)
Bibliographic record
Abstract
Report from archaeological excavations in 2008 and 2009 carried out at the coastal site of Jiyeh in Lebanon, following up on earlier investigations, by Polish archaeologists.Remains of late Roman –Byzantine dwellings in the central part of the site, excavated originally by a Lebanese mission in 1975, were re-explored including documentation of finds in local museum collections, said to have come from these excavations. Testing in this part of the habitation quarter produced a provisional stratification, from the Iron Age (8th–7thcentury BC) directly on bedrock, through the Persian–Hellenistic period (5th–2nd centuries BC) to the late Roman–Byzantine age when the quarter has reoccupied. A curious feature consisting of pots sunk in the floor in several of the late Roman and Byzantine-age houses is discussed in the first of two appendices. The other appendix treats on stone thresholds from these houses, five types of which have been distinguished, reflecting different technical solutions used to close doors
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 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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.058 | 0.010 |
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".