Bibliographic record
Abstract
Jonadab, friend and very wise (חכם מאד) confidant of Amnon, is often blamed for arranging Amnon’s rape of Tamar. David, Amnon’s doting father, likewise bears responsibility for neither preventing nor punishing Amnon. While David’s guilt is more obvious, the justifications offered in narrative readings for Jonadab’s guilt lack sufficient evidence. This article employs a narrative analysis focused on repetition in order to explain Jonadab’s situation vis-à-vis the rape. A close look at the narrative repetitions in the text reveals the curious alignment of Jonadab and David and distances the two of them from Amnon. In a fourfold repetition of events, the first (Jonadab) and third (David) iterations hold together, whereas the second (Amnon) and fourth (narration of Tamar) act as a pair. This does not indicate that David and Jonadab are innocent, but are guilty rather of the loss of royal authority (David) and its associated wisdom (Jonadab).
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.019 | 0.019 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".