THROUGH THE PRIZM OF A NEW VISION. YURI BOLTRYK IN INTERNATIONAL ORIENTALIST PROJECTS
Bibliographic record
Abstract
The article presents the role and activity of Dr. Yu. Boltryk in the researches of international projects which take place at the end of twentieth — at the beginning of twenty first century during the excavation of outstanding sites of Ottoman culture in the North Pontic region. It is especially important that the beginning of purposeful study of the Turkish cultural heritage in Ukraine was synchronous to creation of Ottoman archaeology as a special scientific direction. At the same time it was the period of formation of new vision on the historical process in Ukraine, as an independent state, freedom of minds and national development. The international projects enjoy the scholars of various countries: Great Britain, Canada, USA, Poland and Turkey. The works took place in outstanding site of medieval period — the Akkerman fortress. The main exploration were conducted in the Low yard where the bathhouse and barbican have been discovered. Complex of geophysical and other works on the base of methods of natural sciences escaped all yards of the fortress. Dr. Yu. Boltryk take one of the provision place in all kind of works with his ideas in methodic, theory and practice of archaeological exploration. During the last seasons of the fulfilment of projects the main attention of scholar was drown to the interdisciplinary works in the field of dendrochronology all together with professor T. Wazhny. Besides of it Dr. Yu. Boltryk took part in the excavation of the central part of historical city Ochakiv and the observation of remains of the fortress Kizikermen. His activity makes a significant contribution to the study of Ottoman period in the history of Ukraine and preservation of historical and archaeological sites.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.006 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.000 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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".