Bibliographic record
Abstract
Under the direction of H. Kértbel, excavation on the site of Fanum Martis. present-day Corseul, has gradually revealed a vast trading and crafts centre within the archaeological protection area of Monterfil II. Uncovering a surface area of over 5000 m2 along the major axis of the former Coriosolati capital has enabled archaeologists to discern architectural and topographical changes which took place in this quarter from 15/10 BCE to the 4th century CE. The finds, which include a high proportion of Italian potters’ marks and Lipari amphorae, attest to the significance ot the town as a marketplace for items produced throughout the Mediterranean Basin. A metrological analysis of the remains, earned out by an archaeologist trained in architecture, has served as the basis for a reconstruction of elevations governed by the Tuscan order. Although there is still much work to be done in Corseul. the excavation carried out thus far at Monterfil II has shown how the urban layout and public and private domains were established during the reign of Augustus.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.000 |
| Open science | 0.012 | 0.011 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.023 | 0.003 |
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".