Bibliographic record
Abstract
This article is a literary study of Eliab’s characterization and his function within the broader narrative of David. The two scenes where Eliab appears (1 Sam. 16 and 17) need to be read together, since Eliab’s character zone contains a pair of ‘double-voiced’ utterances as defined by Bakhtin: in the first scene of 1 Samuel 16, he is an instrument of correction for the prophet Samuel; in the second scene of 1 Samuel 17, Eliab is used as an instrument of correction for the young David. His words to David in 17.28 are scathing: ‘I know about your pride and the evil of your heart’. A brief survey of secondary literature reveals that most scholars take the words of Eliab at face value, and feel that Eliab must be wrong in his assessment of David’s ‘evil heart’. This study takes a different approach. It is argued here that Eliab’s words are used to sound a warning about the heart of David, a highly complex literary figure. Moreover, since Eliab is used at a very early point in the narrative to inject a note of caution and a foreshadowing of potential flaws surrounding the heart of David, it is surely not coincidental that Eliab’s speech accents reverberate later in the story of David and Bathsheba.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.018 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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 source (direct Gemma or distilled Codex), 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".