Results of rescue excavation at the Kurayka burial ground in 2015
Bibliographic record
Abstract
The paper presents the results of emergency excavations at the Kuraika burial ground (Kosh-Agach district of the Altai Republic) in 2015. Four burials were studied, located on a high cliff of the eroded edge of the terrace on the right bank of the Kuraika River. Two objects were burials of adults, made in relatively deep pits under rectangular ground structures. Two more small objects with children's burials were attached to these objects. According to their characteristics, the studied mounds correspond to other objects excavated at this site. The closest analogies to the burials of the Kuraika burial ground are found at the Ak-Kol-1 and Kaldzhin-6 sites, explored on the Ukok Plateau (Southern Altai). Common features of the funeral rite are also recorded at the Kok-Pash burial ground in Eastern Altai. Burials under ground structures of a rectangular shape of the second quarter belong to the Kok-Pash type of sites of the Hunno-Sarmatian time of Altai. They dated back to the second 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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".