Gender, prescriptivism, and language change: Morphological variation in Hebrew animate reference
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
Abstract Beliefs about a language rarely correspond to how it is used. This is especially true for Hebrew, a language that has been subject to continued ideological “preservation” efforts ever since its (re)vernacularization in the early 20th century. Recently, attention has turned to the maintenance of Hebrew gender morphology, which is perceived in both scholarly and popular opinion as threatened by a process of leveling to gender syncretized forms across a range of word classes and inflectional paradigms. In this article, I investigate the extent to which sociolinguistic evidence supports this perception in cases of animate reference. I argue that while the claim of widespread gender neutralization of these forms is descriptively valid, its characterization as a change-in-progress is inaccurate. Rather, I suggest that Hebrew is already fully syncretized for gender in certain relevant morphological contexts and that the perception of an ongoing process of change reflects a prescriptive belief about how Hebrew should be, not how it actually is.
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 | 0.001 | 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 | 0.000 | 0.001 |
| Open science | 0.000 | 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