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
The site of Tainaron, situated on the southernmost point of the Greek mainland, was the location of a sanctuary to the god Poseidon from the Classical-Roman period. The sanctuary functioned as an important place of refuge and asylum in antiquity, for the enslaved and elite alike. Six inscriptions survive from the site that provide evidence for manumission of enslaved persons to the god Poseidon, and several texts attest to the role the sanctuary played as a safe haven for asylum-seekers. The archaeological remains visible on the site today include Hellenistic masonry (rebuilt into a Christian church of the Aghoi Asomatoi) on the promontory, as well as various building foundations and cuttings near the shore. Archaeological exploration has been limited, and so the foundation of the sanctuary is unknown; the earliest written evidence of the sanctuary to Poseidon dates to the 5th century BCE. Tainaron was also the location of the mythical entrance to the ancient Greek Underworld (Hades), a quarry-site for red and black marble, and the gathering place for mercenaries in the final quarter of the 4th century BCE.
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 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.019 | 0.006 |
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