Le Catillon II: conserving the world’s largest Iron Age hoard
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
AbstractIn early 2012, two amateur metal detectorists in the British Channel Isle of Jersey discovered the Le Catillon II Iron Age hoard. This contained over sixty-nine thousand coins, eight complete gold torques and numerous other pieces of jewellery. The hoard appears to have been buried around 30-40BCE by the Coriosolitae tribe from the nearby French coast and is the largest Celtic hoard ever discovered. It was excavated intact and transferred to a conservation laboratory on the island. Here it was decided to disassemble the hoard and record its contents at a level of detail never attempted before. A computer controlled six axis metrology arm with a contact probe point head was used to record the position of every coin and other item to a sub centimetre accuracy before removal. A laser scanner was also used to record the entire hoard at various stages of disassembly. In this way, a complete three-dimensional virtual map of the hoard contents was created. Work is now being done to link this map to the object database so that it may be interrogated for distributions of different ages, types, makers of coins etc.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.002 |
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