Gladiators at Roman Colchester: Re-Interpreting the Colchester Vase
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
Abstract The locally made colour-coated ware vessel known as the Colchester Vase is argued to be a commissioned piece recording a performance in the town. The inscription on the vessel, cut pre-firing, names individual arena performers depicted en barbotine . One name, Memnon, is argued to be a ‘stage name’ taken from a protagonist in the Trojan war. The connection of another combatant, Valentinus, to the 30th legion is re-considered as evidence for gladiators linked to the Roman army. The Vase's final use was as a cremation urn. Osteological and isotopic analysis reveals the cremated remains to be those of a non-local male of 40+ years; unlikely to be one of the performers, he may nevertheless have been closely connected to the event.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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