Back to Combe-Grèze (La Cresse, Aveyron): New data on the Neolithisation of the Grands Causses region, Southwestern France–abridged version
Bibliographic record
Abstract
The small shelter of Combe-Grèze, located in a dolina of the Causse Noir plateau about ten kilometres northeast of Millau in Southwestern France, was first excavated in the second half of the 20th century, and more recently has been subject to new investigations by the authors of this contribution. The site was repeatedly occupied during the Holocene and has been widely referred to in neolithisation scenarios regarding the Mediterranean hinterlands. However, fieldwork carried out over the last few years in the area outside the shelter and the reevaluation of ancient collections stemming from the site have largely modified previous interpretations and evidenced that the site reveals a palimpsest of occupations. We therefore propose here an updating of the available data concerning the site, more particularly with regard to the nature of its occupational stages, its chronology, and the material production associated with the different occupations, the exploited resources, and the palaeoenvironmental reconstructions.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 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".