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
Previous studies of the book of Ezekiel have overlooked its peculiar association with the expression בית ישראל (“house of Israel”). While most commentaries content themselves with briefly mentioning that Ezekiel is the main promoter of the idiom (83x; 56.5% in the Hebrew Bible), an investigation of its function and meaning within the overall rhetoric of the prophet is lacking. This article addresses this shortcoming and analyzes the term בית ישראל by means of three arguments: its distribution and connotations within the Hebrew Bible and the book of Ezekiel, the effects of the exilic period on Judean deportees, and the use of the theoretical concept of “collective memory” to read Ezek 20. I conclude that בית ישראל directly answered to the crisis of the exile and offered a new identity to the Babylonian exilic community. This idiom emphasized the role of past cultural traditions (e.g., the exodus), religion, and kinship for the maintenance and perpetuation of its identity.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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