Предварительные итоги полевых работ на городище Джанкент в 2022 г.
Bibliographic record
Abstract
This research is a continuation of archaeological work, which since 2015 has been carried out annually by the researchers of the Scientific Center of Archаeology and Ethnography of the Korkyt Ata Kyzylorda University with funding from the Akimat of the Kyzylorda region. The article reports the preliminary results of fieldwork in 2022, where scientific research was conducted on three main objects of the medieval settlement of Zhankent: excavation No. 1 – a residential quarter in the eastern part of the settlement; excavation No. 2 – the western fortress wall of the citadel; excavation No. 7 – the main entrance gate on the eastern bypass wall of the settlement. An additional detachment carried out preventive conservation on the open architectural structures of excavation sites No. 1 and No. 2. A brief overview of the analysis of archaeological material for the current field season is also presented separately.
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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.010 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.053 | 0.005 |
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".