Ezafe: A Problematic Invisible Phoneme for Iranian EFL Learners
Bibliographic record
Abstract
Ezafe, as an indispensable phoneme of the Persian language, does not exist visually, but its presence is extremely effective. It is an enclitic usually realized by /-e / or /-ye/ and mostly suffixed to nouns. The presence of the Ezafe is a must when a noun is modified. Ezafe can show different relations like possession and addition. It assumes such roles as definite and indefinite articles, the verb “be”, and stands for certain English prepositions. The presence of the Ezafe in Persian can lead to fluency and correct comprehension. No transitive verbs followed by objects can do without the Ezafe enclitic. This paper classifies different phonological and syntactic uses of the Ezafe, discussing its application against the English syntactic positions of words. The paper exhibits the probability of committing mistakes by the Iranian English learners when the Ezafe enclitic is included in or excluded from their foreign language communication.
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".