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.
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.
How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.011 | 0.004 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.181 | 0.055 |
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; both teacher heads agree on what is shown here.
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".