Амфорна тара Києво-Подолу XII – початку XIII ст. (прикладом одного розкопу)
Bibliographic record
Abstract
This paper may present an analysis of Byzantine amphorae from excavated on the north-west Podil in Kyiw. At first be just outlined stratigrafical, chronological and planegrafical contexts on the place archaeological inves tigation from the late 11-th to the middle 13-th century. The occurrence of amphorae, there, occurs at 2 quarter of 12-th century. At most concentration fragments of amphorae and unbroken vessel occurs in the levels from the 3 quarter of 12-th to the early 13-th century. In the material from the objects in these horizons accounts for 2,8 to 31,6% (middle marc: 5,5-11,3%) of the total number of local pottery. The typological composition the ampho rae remain unchanged during 12-13 century. This is mostly types after N. Gunsenin — 1-4. In small numbers is found other types of amphorae. They is in consistent with the typology after Gunsenin. As observed, the ampho rae olden forms had predominant occurrence. Besides, in this paper presents 3 amphora seals from the excavated.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.040 | 0.011 |
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".