Bibliographic record
Abstract
Le site de l’Âge du Fer et du Moyen Âge de San Felice, situé sur un plateau dominant la rivière Basentello. est à une faible distance du site de l’époque impériale romaine (fouillé actuellement sous la direction de Hans VanderLeest et de Myles McCallum) et à 1,2 km de Vagnari qui fut occupé à l’époque romaine et sous l’Antiquité tardive. Une prospection intensive de notre site révèle la configuration de l’établissement, ses liens culturels, son essor du X e au III e siècles av. J.-C. et son abandon vers l’époque de la fondation de Vagnari. Le site de San Felice fut réoccupé pendant le haut Moyen Âge alors qu’un hameau, construit au-dessus de la partie ouest des niveaux de l’Âge du Fer, fut habité jusqu’au XIV e siècle.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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; a candidate call from one teacher head, 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".