Preliminary Report on the Survey of Hajjiabad-Varamin, a Site of the Konar Sandal Settlement Network (Jiroft, Kerman, Iran)
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The purpose of this article is to introduce the large prehistoric site of Hajjiabad-Varamin, its changes in time and the first discoveries made there, in the specific literature on the early Bronze Age of the south-eastern Iranian Plateau. The first part of the article describes the site, its present damaged conditions, the periodisation we adopted and the complex topographic shifts and changes of functions through time. The second part focuses on the settlement of the 3rd millennium BC and discusses a major craft activity area found east of the main elevation of the site, in which were manufactured vessels in various stones (white alabaster, grey limestones with white fossil inclusions, and probably chlorite). Collections include large drill-heads in volcanic rocks used on the interior of the stone pots, and standardised beads of a green and red-banded calcite broken while being drilled. While the stone vessels find abundant comparisons and were certainly in demand for long-distance trade, the beads type is not known in other contexts and were presumably made for a local demand. We also present the unusual find of a hoard of copper objects which helps framing the 3rd millennium BC centre in terms of cultural links and chronology.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it