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 This paper presents an analysis of reflexives in Shona. Taking seriously the observation that the reflexive morpheme zvi- is homophonous with one of Shona's object markers, I argue that this homophony is not accidental. Rather, the morpheme that emerges in reflexive contexts is object marking triggered by a covert anaphor. The analysis rests on two planks: first, establishing that zvi- is the default agreement form in the language generally; and second, establishing that a covert anaphor may trigger such an agreement. In so doing, a treatment of object marking as the exponence of discourse-givenness is advanced. The analysis is compatible with treatments of object marking in Shona as either an agreement affix or a clitic. Theoretical issues related to default agreement, covert anaphors, and distinctions between discourse-givenness and topicality are also discussed, along with an alternative account treating zvi- as a valence-reducing derivational affix.
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 | 0.003 | 0.085 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 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 it