Deuteronomistic History or Deuteronomic Debate? (A Thought Experiment)
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 study intends to replace Martin Noth’s Deuteronomistic History hypothesis with an approach that makes better use of all available data. Three thesis statements establish a new paradigm for future research. First, to the extent that they have Deuteronomy in view, the Former Prophets represent not a deuteronomistic ideology, but a Deuteronomic debate. Second, the like-minded intellectuals who produced these scrolls did not intend to create authoritative scripture because their writings were not intended for mass consumption. Third, each book of the Former Prophets presents a distinctive pattern of response to Deuteronomy, usually negative but occasionally positive. In sum, what we have in the Former Prophets is a conversation with Deuteronomy. What we do not have, except for a few late glosses, is deuteronomism.
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 | 0.002 | 0.001 |
| 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) | 0.000 | 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