Una postazione di miliari presso Abu Kammash (Tripolitania)
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
Abstract In 1998 a mile-station was discovered along the ancient coastal road 1400 m east of Abu Kammash, a centre identified with ancient Pisida on the basis of the Roman itineraries: the Itinerarium Antonini records a distance of 54 miles from Sabratha; the Tabula Peutingeriana of only 53. The Department of Antiquity of Sabratha in collaboration with the Archaeological Mission of the University Roma Tre recovered a milestone of Caracalla (216 AD) and another of Diocletian and Maximian (290-292 AD). Both bear the number of 54 miles, a distance evidently reckoned from the city of Sabratha, in perfect accordance with the figure of the Itinerarium Antonini .
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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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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