Newly discovered Early and Middle Bronze Age tombs in Shirak, Armenia
Bibliographic record
Abstract
The article is dedicated to the study of tomb materials accidentally discovered during excavations in the Shirak region in recent years. The first is the tomb excavated in the area of Azatan village, which is comparable in structure and materials to the complexes of the first stage of the Early Bronze Age, such as the tombs of Talin and Jrvezh, which date back to the third quarter of the 4th millennium BC. The other partially destroyed tomb is located in Ashotsk, the materials of which belong to the Early Kurgan and Trialeti (Tṙełk‘)-Vanadzor cultures. The materials of Azatan tomb are widening our knowledge of the poorly studied Trialeti-Vanadzor culture in Shirak. Of similar significance is the tomb of Aregnadem belonging to the terminal stage of the Trialeti-Vanadzor culture. Thus, the materials of the above-mentioned tombs complement the source basis for the study of different stages of the Early to Middle Bronze Age in Shirak.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".