Exclusivity and Inclusivity in Post-Monarchic Society and Literature: A Conversation on Dalit Rom-Shiloni's Exclusive Inclusivity: Identity Conflicts between the Exiles and the People Who Remained (6th–5th Centuries BCE)
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 collection of essays are based on a special review session at the 2014 SBL Annual Meeting addressing Dalit Rom Shiloni's monograph Exclusive Inclusivity: Identity Conflicts between the Exiles and the People who Remained (6th–5th Centuries BCE) (Bloomsbury, 2013). Rom Shiloni's work examines texts that derive from or reflect upon the social turbulence of the neo-Babylonian period and its effects within ancient Judahite society. The essays reflect the responses of various specialists in prophetic texts that fall within Rom Shiloni's discussion, concluding with a response from Rom Shiloni to the other contributions.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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