Western missionaries on the Ukrainian territory in middle ages: religious, cultural and diplomatic contacts
Bibliographic record
Abstract
A Ukrainian historian of Canadian origin, Yuriy Tys-Krokhmalyuk, highlighting the pages of the early missionary history of the Irish monasticism, states that about 600 g. They from the territory of Western Europe went further to the East, reaching the land of the Antes and Kiev. In this regard, the researcher expresses the following opinion: "It is not known whether the Irish monks were the first on our (Ukrainian - B. B.) land. Apparently not, because they were not the first either in Burgundy, nor in France, nor in Switzerland. It was at that time that the Roman cultural center grew up, and between these two centers - the Gellensky (Gallic - B. B.) and the Roman - there was a misunderstanding in the competition for influence. Irish monks, coming to our lands, apparently intended to spread the Gaelic spirit in theology and science. Times have changed: there were those when the Gellian culture developed freely, but there were also those that were in the spread of difficulties and obstacles. Then Irish monks were looking for new peaceful centers for their activities "
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.016 | 0.005 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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".