L'approvisionnement en céramiques de Valentia (Valence, Drôme) et ses campagnes de la fin du IIe s. au Ve s. ap. J.-C.
Bibliographic record
Abstract
Cette étude repose sur dix ensembles céramiques issus de cinq fouilles dans le centre urbain de Valentia et deux fouilles d’établissements ruraux en périphérie de la ville. Elle permet de mieux cerner, pour la période entre la fin du IIe s. et le Ve s., la question de l’approvisionnement de ce secteur de la moyenne vallée du Rhône, en particulier les liens privilégiés avec les ateliers de Grimpeloup et Amour-de-Dieu, sur la rive droite du Rhône sur la commune de Saint-Péray (Ardèche). Les comparaisons entre le marché urbain et celui des campagnes de Valentia sont également évoquées ainsi que l’influence prédominante de la Gaule méditerranéenne sur le répertoire morphologique.
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 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 | 0.018 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".