Deux établissements ruraux gaulois et gallo-romains du territoire des Dirons : “la Roche Deniau” à Parçay-Meslay et “la Cave Blanchette” à Monnaie (Indre-et-Loire)
Bibliographic record
Abstract
Late iron age and early roman settlement development in the Turones’ territory : "la Roche Deniau’ in Parçay-Meslay and “la Cave Blanchette" in Monnaie (Indre-et-Loire) Two sites excavated at Monnaie and Parçay-Meslay (Loire valley) can trace the evolution of farming settlements during about six centuries, between 180 BC and 425 AD. Five periods have been identified. The first two are characterised by rural settlements that developed between the founding of the first enclosed farm circa 180 BC and the first quarter of the 1st century AD. During the next period, from around 25 AD to 60-70 AD, significant changes took place before the Late Iron Age enclosure system was abandoned. Masonry buildings were erected during the fourth period which lasted from the late 1st century AD to the beginning of the 3rd century AD, making a clean sweep of previous installations. Among these buildings, an unusual one had two compartmentalised internal spaces reminiscent of Horrea plans. The last period, poorly documented, corresponds to the late 4th to early 5th century settlement.
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 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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".