The Hezekiah—Sennacherib Narrative as Polyphonic Text*
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
2 Kings 18—19 is commonly viewed as an incoherent narrative composed of multiple sources, necessitating a diachronic approach. However, this hypothesis is only a heuristic model suggesting we read the pericope in this way. This article instead takes a Bakhtinian approach, viewing 2 Kings 18—19 as a polyphonic composition which accounts for both the disjunctions within the narrative and its unity. Viewed as a dialogue of genres (history-like narrative, direct speech and prophetic oracle) in implicit dialogue, this narrative is `dialogic' as different voices intersect in this pericope, revealing a plurality of viewpoints. A Bakhtinian approach not only allows a fresh exegesis of the narrative but also has implications regarding the composition of the narrative, allowing the Deuteronomist more creativity than is often the case.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 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) | 0.000 | 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