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
In the Early Byzantine coastal settlement at Punta Secca (province of Ragusa), traditionally identified with the Kaukana of the ancient sources, excavations in a hitherto unexplored building took place over three seasons from 2008 to 2010. The structure, consisting of four chambers set around a yard (the latter contained a staircase to an upper story), has every appearance of being a domestic dwelling. Seven structural phases were identified, all probably occurring within the first half of the seventh century C.E. The most surprising and unusual discovery was an elite tomb, erected ca. 625/30 C.E. in an area probably open to the sky, in which the bodies of a pregnant woman aged about 25 and of a child aged about four were found. A libation hole in one tomb slab and the presence of a bench and offering table (mensa), as well as hearths and a plentiful array of amphoras, cooking pots, and red slip tableware, indicate that meals were consumed here in honor of the deceased, who were almost certainly Christians. The discovery, unique in Sicily, is discussed in the context of what else is known archaeologically about funerary feasting in a Christian context in the Mediterranean world of late antiquity.
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 | 0.000 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it