Bibliographic record
Abstract
This chapter is a reading of the first rock-water episode (Exodus 17). It navigates through three layers of literary stratigraphy – evident in shifting emotional responses, character roles, and settings – in order to uncover a version of the episode in which Moses plays the role of a king held to account by his people for ensuring their survivial in a crisis. This version does not stand on its own but is part of a version of the exodus narrative modeled on the Sargon birth legend. The character of Moses develops through a series of acts of striking, as he realizes his destiny as one who draws (water), expressed in his name. Like its Assyrian model, this narrative is a work of political allegory. It relates to Hezekiah’s abandonment of Egyptian ties as the Assyrians threaten siege of Jerusalem and may have played a role in negotiating Judah’s continued independence. The exodus story thus does not originate in the northern kingdom of Israel, as is usually thought, but is is implicated in a decidedly Judean situation.
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.
How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".