A late mid-Roman African red slip ware lamp from Sabratha and lamp production at Djilma (central Tunisia)
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 A central Tunisian red slip ware lamp from Sabratha, published by D. M. Bailey in 1994, should be classified as Type Salomonson I/Atlante I. Its discus decoration is a personification of Autumn, a standing female figure with a basket of fruit as a seasonal attribute and a Cupid (Eros) sitting on it. The prototype of the moulded decoration motif appears as an appliqué on a Hayes 171 el-Aouja sigillata jug of C 1 quality. The lamp, which probably dates from the third quarter of the third century or the late third century AD, was subjected to chemical analysis and comparison with recently published reference groups from central Tunisian pottery-making centres showed that it was made at the central Tunisian fine-ware potteries at Henchir el Guellal near Djilma. A/D and C 1 -C 4 sigillata as well as Type Atlante IV A, VI B, VII A1, VII A2 and VIII C1a lamps were produced there from about the second quarter of the third century until the mid fifth century AD.
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 | 0.000 | 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 | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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