Preliminary reports of the late Parthian or early Sassanian relief at Panj-e Ali, the Parthian relief at Andika and examinations of late Parthian swords and daggers
Why this work is in the frame
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Bibliographic record
Abstract
This article examines recent archaeological excavations with respect to two Parthian reliefs and an examination of Parthian blade weapons (swords, daggers). The first archaeological site examined is the late Parthian or early Sassanian cavalry motif in the town of Koohdasht in western Iran’s Lorestan province. The Koohdasht motif is comparable to late Parthian and early Sassanian cavalry reliefs such as the Parthian relief of Gōdarz II in Bīstūn and Sassanian reliefs such as those of Ardašīr I in Fīrūzābād and the Sassanian cavalry relief panels in Naqš-e Rostam. The second site pertains to the recent discovery of the Parthian relief at Andika in Khuzestan depicting a Parthian nobleman lying sideways, leaning on his left elbow, as he holds a branch with his left hand. The theme of the Andika relief has parallels with Tang-e Sarvak (Block II) and the Tina mountain reliefin Khuzestan. The third domain, which pertains to Parthian militaria is an examination of late Parthian swords and daggers housed in the Iran Bastan Museum in Tehran.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| 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 it