Was Balaam also among the Prophets? How Balaam Sheds Light on the Latter Prophets
Bibliographic record
Abstract
In spite of abundant evidence to the contrary, many researchers presume that the Bible’s prophetic literature was preserved and transmitted because the scribes believed these prophets had received divine revelation, so that the scribes treated the literature as religiously useful, perhaps even religiously authoritative in some manner. This article defends an alternative hypothesis: the ancient scribes did not treat Hebrew anthologies of prophecy as divinely revealed or as possessing either religious utility or authority. Rather, this literature was disseminated among scribes because scribes have an interest in literature. The best way to understand the Latter Prophets is to examine a tale about a prophet in the book of Numbers: Balaam son of Beor. This is the only prophet mentioned in the Tanakh who is also mentioned in an ancient inscription. Although Balaam is not a significant figure among the Latter Prophets (he is mentioned only once in these scrolls), the abundant data about Balaam provide an invaluable opportunity to trace the ways in which ancient scribes adopted, adapted, and transformed their source materials about prophets and prophecy.
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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 | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.016 | 0.030 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 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".