Dieux et lieux de la Méditerranée antique : des outils numériques pour l’histoire des religions
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
L’article présente plusieurs outils numériques du projet ERC MAP (Mapping Ancient Polytheisms), qui traite d’histoire des religions dans la Méditerranée antique. Ce projet s’est saisi de systèmes de gestion de base de données (SGBD), de webmapping et d’outils de formalisation, afin de pouvoir traiter une documentation conséquente mais disparate, à l’étendue chronogéographique inédite pour le sujet. L’article met l’accent sur les choix et les étapes de la mise en œuvre des outils, qui répondent aux critères des données FAIR. L’idée est de mettre en lumière un exemple concret de projet scientifique pluridisciplinaire, à la croisée de l’histoire et des pratiques numériques.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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