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
This article scrutinizes the synagogue category and explores what value might be gained if it were to become inclusive of polytheistic occupational guilds comprising of Judeans and members from other ethnicities. It is argued that the traditional, narrow, understanding of ancient synagogues as ethnic-based groups functions to preserve the notion of a fixed and bounded practice of Judaism in antiquity, housed in synagogues. If this synagogue concept is allowed to persist, the insights gained from critical theory for understanding the fluidity and heterogeneity of Judean identity, ethnicity, and cult practice will be counteracted. The thirty other synagogues analyzed in this study are craft guilds that are often neglected in scholarship or classified as something other than synagogues. The act of excluding these guilds from the synagogue category falls outside of ancient linguistic practices and is at odds with the increasing insistence that synagogues from antiquity should be classified under the association genus .
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 | 0.003 | 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 it