The Abakumlevo 3 Settlement as a New Site of the Migration Period in the Suzdal Opolye
Bibliographic record
Abstract
Статья посвящена памятнику эпохи Великого переселения народов в Суздальском Ополье - Абакумлево 3, открытому Суздальской экспедицией ИА РАН в 2021 г. Полученная при первичном обследовании коллекция фрагментов лепной посуды позволяет соотносить обнаруженный памятник с селищами Кибол 1, 7, Сельцо 4-7 и пр., датирующимися третьей четвертью I тыс. н. э. Вещевая коллекция состоит из орудий труда и предметов быта (22 предметов), элементов женской и мужской одежды (23), деталей упряжи (2) и предметов, связанных с производственной сферой (9). Хроноиндикаторы, обнаруженные в центральной части селища, характерны для середины V - начала / первой половины VI в. В рамках публикации материалов разведочных работ автором делается первая попытка определения места селища Абакумлево 3 и памятников этого типа в историко-культурном контексте. Предметы из сборов, а также обнаруженный клад комплекса украшений женского костюма (его публикация планируется отдельно) указывают на принадлежность памятника к культурам поволжских финнов района Окско-Сурского междуречья. Наиболее близкой группой представляется рязано-окская культура. Сложение керамического комплекса происходило на базе смешения традиций мощинской и рязано-окской культур, а также, возможно, и местного населения, проживавшего на территории Суздальского Ополья во второй четверти I тыс. н. э. The paper explores Abakumlevo 3, which is a Migration period site in the Suzdal Opolye discovered by the expedition of the Institute of Archaeology, RAS, 2021. The assemblage of hand-made pottery fragments obtained during the initial examination of the site suggests that the discovered site can be associated with Kibol 1, Kibol 7 and Seltso 4-7 which are unfortified settlements dating to the third quarter of I mill. AD. The assemblage of goods consists of implements and household items (22 items), details of female and male garments (23), details of harness (2) and objects linked to production (9). Chronological markers found in the central part of the unfortified settlement are typical for the middle of the 5th - turn of the 5th and 6th centuries. In this publication the author undertakes the first attempt to fit Abakumlevo 3 and this type of settlements into the historical and cultural context. The items from the collected assemblages as well as a cache of female garment jewelry (planned to be described in a separate publication) suggest that the site can be ascribed to the cultural groups of the Volga Finns who inhabited the Oka-Sura interfluve. The Ryazan-Oka culture is the closest cultural group. The ceramic assemblage was formed through mingling of the Moshchiny and the Ryazan-Oka traditions as well as, probably, traditions of the indigenous population which lived in the Suzdal Opolye in the second quarter of I mill. 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 | 0.000 | 0.001 |
| 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 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".