L'apparition des meules rotatives en Languedoc oriental (IVe s. avant J.-C.) d'après l'étude du site de Lattes
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
Petrographic analysis was applied to 4th century BC millstones from the Protohistoric lagoonal harbour of Lattes (southern France, near Montpellier), in order to locate their origin. The most important quarrying centre was located in the lower valley of Hérault river, near the basaltic outcrops of Saint-Thibéry/Bessan. There are no archaeological field traces about this hypothetic worksite, only known through its products. According to present data, it furnished the oldest rotary millstones excavated in eastern Languedoc and Provence (first quarter of 4th century BC). From several facts, one may suppose that its production takes roots in the Iberic local technical culture. Nevertheless, it was probably early integrated into the big commercial activity of the Greek colony of Agde. Comparatively, during this period, the famous quarries of « Embonne/Cap d'Agde » seem to be commercially relegated to the background.
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.020 | 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 it