Bibliographic record
Abstract
Abstract The present paper publishes the archaeological remains of a monastery church excavated in 1958 at Khirbet er-Ras (Kefar Truman), Israel. The description of the architectural remains, including the three-aisled basilica and the structures surrounding it, is based on the archival documentation. This is followed by the detailed description and analysis of the church's mosaic pavements, preserved in the nave and in both side-aisles, with special emphasis on the mosaic decoration of the nave's central panel, set as a carpet design made up of florets enclosed by outlined scales, whose Levantine parallels are reviewed. In contrast to the sixth-century CE date proposed in previous reports, the setting of the floor is here placed into the third quarter of the fifth century CE based on Leah Di Segni's palaeographic date of the mosaic's inscription located in front of the sanctuary area. Using this revised date as a springboard for further discussion, a less linear stylistic development of mosaic floors covered by floral semis ornaments embedded in plain and outlined scales is suggested.
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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 | 0.003 | 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) | 0.011 | 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".