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
This paper describes nominal constructions in the Takestani variety of Southern Tati (Northwestern Iranian). Noun phrases in Tati are head-final. The main focus in this chapter is on constructions involving a nominal linker known as Reverse Ezafe (Stilo 2004). This element appears in possessive and adpositional phrases as well as noun phrases modified by adjectives and nouns. We show that the Reverse Ezafe appearing with possessors and adpositions has different properties than the one appearing on attributive adjectives and nouns. We conclude that Reverse Ezafe in Tati involves two distinct morphosyntactic elements. This conclusion aligns with the pattern of Reverse Ezafe in other Reverse Ezafe languages (i.e., other Caspian languages, Balochi and Sangesari). In this chapter, we further address some of the morpho-phonological constraints on the form and distribution of Reverse Ezafe across the two types.
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 | 0.000 | 0.001 |
| 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 | 0.000 |
| 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