The Main Results of Studies of the Archaeological Complex Kastyki in the Upper Reaches of the Viliya (Minsk Region of the Republic of Belarus)
Bibliographic record
Abstract
Целью публикации является анализ основных результатов раскопок комплекса археологических памятников Костыки Вилейского района Минской области, проводившихся в 1973, 2016 и 2018 гг. Комплекс археологических памятников Костыки состоит из курганного могильника древнерусского времени Костыки и многокультурного открытого поселения Костыки II. Некрополь в Костыках функционировал на протяжении середины XI - XII в. Он принадлежал группе жителей Полоцкой земли, которые имели определенное представление о христианской погребальной обрядности. Многокультурное поселение Костыки II функционировало от эпохи позднего неолита и начала эпохи бронзы до третьей четверти I тысячелетия н. э. The publication's purpose is the analysis of the main results of archaeological sites' excavations in Kastyki, Viliejka district, Minsk region, carried out in 1973, 2016 and 2018. The complex of archaeological monuments of Kastyki consists of the Kastyki barrow cemetery of Old Rus' period and the multicultural open settlement of Kastyki II. The necropolis in Kastyki functioned throughout the middle of the 11 - 12 centuries. It belonged to a group of Polotsk land residents who had some perspective of Christian funerary rites. The multicultural settlement Kastyki II functioned from the late Neolithic and early Bronze Age to the third quarter of the 1st millennium AD.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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".