Nouvelles inscriptions de la nécropole de la Robine à Narbonne
Bibliographic record
Abstract
The recent epigraphic discoveries in the necropolis of Robine in Narbonne (Narbo Martius), in the east of the city, are a rare example in this location of funerary inscriptions found either in situ or near their initial location. The set of seven epitaphs is composed of small, homogeneous marble plaques that likely decorated small funerary monuments or altars of necropolis. This unpublished finding dates to between the second quarter of the 1st century and the end of the 2nd century A. D. It shows the use of the necropolis by plebeians of differing legal status and social levels (from seruus to libertus, including the freedman of a freedman and Augustalis), some of whom were likely to have prospered given the riches of the area surrounding Narbonne. In addition, the discovery sheds new light on knowledge of the plebs in Narbonne in the second century, showing that at the time, a group of individuals with unknown sources of wealth were able to acquire beautiful marble funerary plates, buy slaves and thus attain significant standing in the plebeian hierarchy of the city.
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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 | 0.000 | 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 | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
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".