A late mid-Roman African red slip ware lamp from Sabratha and lamp production at Djilma (central Tunisia)
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 C1 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 C1-C4 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.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 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) | 0.006 | 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".