The Rock-Cut Room on the Acropolis at Golemo Gradište, Konjuh: Date and Purpose
Bibliographic record
Abstract
The anonymous city at the site of Golemo Gradište at the village of Konjuh, R. Macedonia, belongs to the period of Late Antiquity; the evidence indicates that it was founded in the 5th century. The lower town on the northern terrace was reconstructed, probably during the second quarter of the 6th century, but the inhabitants abandoned it, for the most part, later in that century and fled for refuge to the acropolis, where a settlement continued to exist into the early 7th century. Earlier material, beginning with the Late Neolithic and continuing sporadically through Bronze Age to Hellenistic, has been documented at the site; a Roman settlement may have been located nearby but not at Golemo Gradište itself, and there is evidence for Byzantine and Turkish occupation. Despite this overall understanding of the chronology of occupation at the site, one of its most attractive features has remained a mystery, uncertain in date and purpose. [excerpt]
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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 | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 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".