The Iron age Female Figures from Tranjordan
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
In 2012, a successful networking of interdisciplinary interests led to the creation of a Franco-German project (Franco-German Figurines Project, FGFP) by an Old Testament scholar (Regine HUNZIKER-RODEWALD, Strasbourg), an archeologist of the ancient Near East (ASTRID NUNN, Wu-erzbourg) and a computational archeologist (Thomas GRAICHEN, Mayen-ce). The team, financed by the university of Strasbourg (more than two-thirds) and Wuerzbourg as well as private funds, began cataloguing during several Research stays the female terracotta figurines from Transjordan kept in mu-seums, storage facilities and university collections in Jordan, the United states and Canada. For the recording procedure the RTI (Reflectance Transformati-on Imaging) technique was chosen because it generates very dense surface data from the photographed objects and goes far beyond conventional digital photography in terms of output format versatility.
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 | 0.000 | 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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 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